rlu_atari_checkpoints_ordered

• Description:

RL Unplugged is suite of benchmarks for offline reinforcement learning. The RL Unplugged is designed around the following considerations: to facilitate ease of use, we provide the datasets with a unified API which makes it easy for the practitioner to work with all data in the suite once a general pipeline has been established.

The datasets follow the RLDS format to represent steps and episodes.

We are releasing a large and diverse dataset of gameplay following the protocol described by Agarwal et al., 2020, which can be used to evaluate several discrete offline RL algorithms. The dataset is generated by running an online DQN agent and recording transitions from its replay during training with sticky actions Machado et al., 2018. As stated in Agarwal et al., 2020, for each game we use data from five runs with 50 million transitions each. We release datasets for 46 Atari games. For details on how the dataset was generated, please refer to the paper. Please see this note about the ROM versions used to generate the datasets.

Atari is a standard RL benchmark. We recommend you to try offline RL methods on Atari if you are interested in comparing your approach to other state of the art offline RL methods with discrete actions.

The reward of each step is clipped (obtained with [-1, 1] clipping) and the episode includes the sum of the clipped reward per episode.

Each of the configurations is broken into splits. Splits correspond to checkpoints of 1M steps (note that the number of episodes may difer). Checkpoints are ordered in time (so checkpoint 0 ran before checkpoint 1).

Episodes within each split are ordered. Check https://www.tensorflow.org/datasets/determinism if you want to ensure that you read episodes in order.

This dataset corresponds to the one used in the DQN replay paper. https://research.google/tools/datasets/dqn-replay/

• Homepage: https://github.com/deepmind/deepmind-research/tree/master/rl_unplugged

• Source code: tfds.rl_unplugged.rlu_atari_checkpoints_ordered.RluAtariCheckpointsOrdered

• Versions:

  • 1.0.0: Initial release.
  • 1.1.0 (default): Removed redundant clipped reward fields.

• Download size: Unknown size

• Auto-cached (documentation): No

• Feature structure:

FeaturesDict({
    'checkpoint_id': int64,
    'episode_id': int64,
    'episode_return': Scalar(shape=(), dtype=float32, description=Sum of the clipped rewards.),
    'steps': Dataset({
        'action': int64,
        'discount': float32,
        'is_first': bool,
        'is_last': bool,
        'is_terminal': bool,
        'observation': Image(shape=(84, 84, 1), dtype=uint8),
        'reward': Scalar(shape=(), dtype=float32, description=Clipped reward.),
    }),
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description	Value range
	FeaturesDict
checkpoint_id	Tensor		int64
episode_id	Tensor		int64
episode_return	Scalar		float32	Sum of the clipped rewards.
steps	Dataset
steps/action	Tensor		int64
steps/discount	Tensor		float32
steps/is_first	Tensor		bool
steps/is_last	Tensor		bool
steps/is_terminal	Tensor		bool
steps/observation	Image	(84, 84, 1)	uint8
steps/reward	Scalar		float32	Clipped reward.	[-1, 1]

• Supervised keys (See as_supervised doc): None

• Figure (tfds.show_examples): Not supported.

• Citation:

@misc{gulcehre2020rl,
    title={RL Unplugged: Benchmarks for Offline Reinforcement Learning},
    author={Caglar Gulcehre and Ziyu Wang and Alexander Novikov and Tom Le Paine
        and  Sergio Gómez Colmenarejo and Konrad Zolna and Rishabh Agarwal and
        Josh Merel and Daniel Mankowitz and Cosmin Paduraru and Gabriel
        Dulac-Arnold and Jerry Li and Mohammad Norouzi and Matt Hoffman and
        Ofir Nachum and George Tucker and Nicolas Heess and Nando deFreitas},
    year={2020},
    eprint={2006.13888},
    archivePrefix={arXiv},
    primaryClass={cs.LG}
}

rlu_atari_checkpoints_ordered/Alien_run_1 (default config)

• Dataset size: 73.90 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,581
'checkpoint_01'	1,508
'checkpoint_02'	1,485
'checkpoint_03'	1,363
'checkpoint_04'	1,308
'checkpoint_05'	1,315
'checkpoint_06'	1,294
'checkpoint_07'	1,292
'checkpoint_08'	1,280
'checkpoint_09'	1,264
'checkpoint_10'	1,229
'checkpoint_11'	1,212
'checkpoint_12'	1,198
'checkpoint_13'	1,202
'checkpoint_14'	1,211
'checkpoint_15'	1,186
'checkpoint_16'	1,185
'checkpoint_17'	1,184
'checkpoint_18'	1,183
'checkpoint_19'	1,171
'checkpoint_20'	1,136
'checkpoint_21'	1,105
'checkpoint_22'	1,096
'checkpoint_23'	1,089
'checkpoint_24'	1,095
'checkpoint_25'	1,035
'checkpoint_26'	1,075
'checkpoint_27'	1,016
'checkpoint_28'	1,027
'checkpoint_29'	1,004
'checkpoint_30'	1,008
'checkpoint_31'	1,025
'checkpoint_32'	1,096
'checkpoint_33'	1,066
'checkpoint_34'	1,063
'checkpoint_35'	1,000
'checkpoint_36'	993
'checkpoint_37'	984
'checkpoint_38'	974
'checkpoint_39'	960
'checkpoint_40'	944
'checkpoint_41'	959
'checkpoint_42'	959
'checkpoint_43'	949
'checkpoint_44'	963
'checkpoint_45'	949
'checkpoint_46'	952
'checkpoint_47'	912
'checkpoint_48'	918
'checkpoint_49'	942

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Alien_run_2

• Dataset size: 74.13 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,592
'checkpoint_01'	1,541
'checkpoint_02'	1,536
'checkpoint_03'	1,369
'checkpoint_04'	1,260
'checkpoint_05'	1,240
'checkpoint_06'	1,212
'checkpoint_07'	1,204
'checkpoint_08'	1,173
'checkpoint_09'	1,225
'checkpoint_10'	1,196
'checkpoint_11'	1,157
'checkpoint_12'	1,123
'checkpoint_13'	1,113
'checkpoint_14'	1,039
'checkpoint_15'	1,030
'checkpoint_16'	992
'checkpoint_17'	974
'checkpoint_18'	972
'checkpoint_19'	1,039
'checkpoint_20'	1,059
'checkpoint_21'	995
'checkpoint_22'	990
'checkpoint_23'	964
'checkpoint_24'	955
'checkpoint_25'	946
'checkpoint_26'	926
'checkpoint_27'	931
'checkpoint_28'	912
'checkpoint_29'	904
'checkpoint_30'	878
'checkpoint_31'	901
'checkpoint_32'	863
'checkpoint_33'	864
'checkpoint_34'	835
'checkpoint_35'	852
'checkpoint_36'	849
'checkpoint_37'	851
'checkpoint_38'	850
'checkpoint_39'	840
'checkpoint_40'	828
'checkpoint_41'	831
'checkpoint_42'	833
'checkpoint_43'	828
'checkpoint_44'	808
'checkpoint_45'	802
'checkpoint_46'	814
'checkpoint_47'	812
'checkpoint_48'	822
'checkpoint_49'	823

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Alien_run_3

• Dataset size: 74.02 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,624
'checkpoint_01'	1,483
'checkpoint_02'	1,481
'checkpoint_03'	1,401
'checkpoint_04'	1,291
'checkpoint_05'	1,267
'checkpoint_06'	1,202
'checkpoint_07'	1,252
'checkpoint_08'	1,182
'checkpoint_09'	1,169
'checkpoint_10'	1,156
'checkpoint_11'	1,163
'checkpoint_12'	1,122
'checkpoint_13'	1,141
'checkpoint_14'	1,095
'checkpoint_15'	1,104
'checkpoint_16'	1,100
'checkpoint_17'	1,137
'checkpoint_18'	1,156
'checkpoint_19'	1,111
'checkpoint_20'	1,066
'checkpoint_21'	1,077
'checkpoint_22'	1,085
'checkpoint_23'	1,027
'checkpoint_24'	1,034
'checkpoint_25'	1,054
'checkpoint_26'	1,017
'checkpoint_27'	1,021
'checkpoint_28'	1,006
'checkpoint_29'	1,003
'checkpoint_30'	969
'checkpoint_31'	974
'checkpoint_32'	971
'checkpoint_33'	945
'checkpoint_34'	925
'checkpoint_35'	919
'checkpoint_36'	917
'checkpoint_37'	908
'checkpoint_38'	920
'checkpoint_39'	893
'checkpoint_40'	905
'checkpoint_41'	898
'checkpoint_42'	883
'checkpoint_43'	893
'checkpoint_44'	883
'checkpoint_45'	885
'checkpoint_46'	893
'checkpoint_47'	860
'checkpoint_48'	875
'checkpoint_49'	851

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Alien_run_4

• Dataset size: 74.43 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,573
'checkpoint_01'	1,466
'checkpoint_02'	1,512
'checkpoint_03'	1,385
'checkpoint_04'	1,288
'checkpoint_05'	1,307
'checkpoint_06'	1,293
'checkpoint_07'	1,262
'checkpoint_08'	1,218
'checkpoint_09'	1,160
'checkpoint_10'	1,176
'checkpoint_11'	1,154
'checkpoint_12'	1,149
'checkpoint_13'	1,147
'checkpoint_14'	1,129
'checkpoint_15'	1,097
'checkpoint_16'	1,092
'checkpoint_17'	1,089
'checkpoint_18'	1,107
'checkpoint_19'	1,088
'checkpoint_20'	1,100
'checkpoint_21'	1,091
'checkpoint_22'	1,057
'checkpoint_23'	1,062
'checkpoint_24'	1,032
'checkpoint_25'	1,039
'checkpoint_26'	1,022
'checkpoint_27'	1,004
'checkpoint_28'	997
'checkpoint_29'	985
'checkpoint_30'	1,007
'checkpoint_31'	981
'checkpoint_32'	1,028
'checkpoint_33'	1,018
'checkpoint_34'	994
'checkpoint_35'	988
'checkpoint_36'	992
'checkpoint_37'	1,011
'checkpoint_38'	988
'checkpoint_39'	1,003
'checkpoint_40'	997
'checkpoint_41'	1,005
'checkpoint_42'	1,031
'checkpoint_43'	1,020
'checkpoint_44'	1,038
'checkpoint_45'	1,046
'checkpoint_46'	1,009
'checkpoint_47'	1,046
'checkpoint_48'	1,064
'checkpoint_49'	1,058

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Alien_run_5

• Dataset size: 74.09 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,587
'checkpoint_01'	1,526
'checkpoint_02'	1,490
'checkpoint_03'	1,400
'checkpoint_04'	1,301
'checkpoint_05'	1,281
'checkpoint_06'	1,287
'checkpoint_07'	1,228
'checkpoint_08'	1,195
'checkpoint_09'	1,183
'checkpoint_10'	1,172
'checkpoint_11'	1,161
'checkpoint_12'	1,145
'checkpoint_13'	1,146
'checkpoint_14'	1,133
'checkpoint_15'	1,128
'checkpoint_16'	1,121
'checkpoint_17'	1,098
'checkpoint_18'	1,100
'checkpoint_19'	1,095
'checkpoint_20'	1,064
'checkpoint_21'	1,111
'checkpoint_22'	1,094
'checkpoint_23'	1,084
'checkpoint_24'	1,087
'checkpoint_25'	1,045
'checkpoint_26'	1,038
'checkpoint_27'	1,043
'checkpoint_28'	1,024
'checkpoint_29'	1,033
'checkpoint_30'	1,025
'checkpoint_31'	1,027
'checkpoint_32'	1,006
'checkpoint_33'	996
'checkpoint_34'	980
'checkpoint_35'	982
'checkpoint_36'	968
'checkpoint_37'	986
'checkpoint_38'	979
'checkpoint_39'	970
'checkpoint_40'	970
'checkpoint_41'	967
'checkpoint_42'	976
'checkpoint_43'	970
'checkpoint_44'	969
'checkpoint_45'	950
'checkpoint_46'	924
'checkpoint_47'	943
'checkpoint_48'	909
'checkpoint_49'	939

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Amidar_run_1

• Dataset size: 76.91 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,345
'checkpoint_01'	903
'checkpoint_02'	739
'checkpoint_03'	610
'checkpoint_04'	598
'checkpoint_05'	554
'checkpoint_06'	572
'checkpoint_07'	549
'checkpoint_08'	497
'checkpoint_09'	491
'checkpoint_10'	485
'checkpoint_11'	491
'checkpoint_12'	469
'checkpoint_13'	456
'checkpoint_14'	444
'checkpoint_15'	429
'checkpoint_16'	428
'checkpoint_17'	430
'checkpoint_18'	426
'checkpoint_19'	433
'checkpoint_20'	448
'checkpoint_21'	459
'checkpoint_22'	454
'checkpoint_23'	427
'checkpoint_24'	428
'checkpoint_25'	448
'checkpoint_26'	446
'checkpoint_27'	438
'checkpoint_28'	424
'checkpoint_29'	407
'checkpoint_30'	394
'checkpoint_31'	383
'checkpoint_32'	414
'checkpoint_33'	393
'checkpoint_34'	381
'checkpoint_35'	375
'checkpoint_36'	379
'checkpoint_37'	370
'checkpoint_38'	356
'checkpoint_39'	359
'checkpoint_40'	363
'checkpoint_41'	351
'checkpoint_42'	360
'checkpoint_43'	359
'checkpoint_44'	369
'checkpoint_45'	356
'checkpoint_46'	370
'checkpoint_47'	362
'checkpoint_48'	365
'checkpoint_49'	366

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Amidar_run_2

• Dataset size: 76.70 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,291
'checkpoint_01'	903
'checkpoint_02'	782
'checkpoint_03'	717
'checkpoint_04'	632
'checkpoint_05'	572
'checkpoint_06'	551
'checkpoint_07'	526
'checkpoint_08'	496
'checkpoint_09'	517
'checkpoint_10'	504
'checkpoint_11'	497
'checkpoint_12'	491
'checkpoint_13'	486
'checkpoint_14'	491
'checkpoint_15'	470
'checkpoint_16'	458
'checkpoint_17'	463
'checkpoint_18'	453
'checkpoint_19'	409
'checkpoint_20'	417
'checkpoint_21'	408
'checkpoint_22'	392
'checkpoint_23'	390
'checkpoint_24'	372
'checkpoint_25'	370
'checkpoint_26'	373
'checkpoint_27'	369
'checkpoint_28'	382
'checkpoint_29'	376
'checkpoint_30'	360
'checkpoint_31'	371
'checkpoint_32'	355
'checkpoint_33'	383
'checkpoint_34'	381
'checkpoint_35'	384
'checkpoint_36'	389
'checkpoint_37'	389
'checkpoint_38'	378
'checkpoint_39'	350
'checkpoint_40'	349
'checkpoint_41'	364
'checkpoint_42'	344
'checkpoint_43'	334
'checkpoint_44'	340
'checkpoint_45'	333
'checkpoint_46'	335
'checkpoint_47'	329
'checkpoint_48'	343
'checkpoint_49'	344

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Amidar_run_3

• Dataset size: 77.03 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,321
'checkpoint_01'	932
'checkpoint_02'	790
'checkpoint_03'	687
'checkpoint_04'	619
'checkpoint_05'	607
'checkpoint_06'	603
'checkpoint_07'	546
'checkpoint_08'	544
'checkpoint_09'	528
'checkpoint_10'	528
'checkpoint_11'	529
'checkpoint_12'	503
'checkpoint_13'	499
'checkpoint_14'	485
'checkpoint_15'	480
'checkpoint_16'	487
'checkpoint_17'	472
'checkpoint_18'	467
'checkpoint_19'	466
'checkpoint_20'	473
'checkpoint_21'	471
'checkpoint_22'	479
'checkpoint_23'	480
'checkpoint_24'	506
'checkpoint_25'	476
'checkpoint_26'	475
'checkpoint_27'	483
'checkpoint_28'	508
'checkpoint_29'	533
'checkpoint_30'	645
'checkpoint_31'	650
'checkpoint_32'	631
'checkpoint_33'	626
'checkpoint_34'	598
'checkpoint_35'	559
'checkpoint_36'	546
'checkpoint_37'	534
'checkpoint_38'	545
'checkpoint_39'	543
'checkpoint_40'	531
'checkpoint_41'	529
'checkpoint_42'	530
'checkpoint_43'	535
'checkpoint_44'	523
'checkpoint_45'	511
'checkpoint_46'	509
'checkpoint_47'	517
'checkpoint_48'	504
'checkpoint_49'	507

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Amidar_run_4

• Dataset size: 77.16 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,253
'checkpoint_01'	1,001
'checkpoint_02'	647
'checkpoint_03'	591
'checkpoint_04'	600
'checkpoint_05'	601
'checkpoint_06'	558
'checkpoint_07'	541
'checkpoint_08'	513
'checkpoint_09'	517
'checkpoint_10'	512
'checkpoint_11'	511
'checkpoint_12'	503
'checkpoint_13'	491
'checkpoint_14'	498
'checkpoint_15'	506
'checkpoint_16'	508
'checkpoint_17'	510
'checkpoint_18'	498
'checkpoint_19'	492
'checkpoint_20'	501
'checkpoint_21'	498
'checkpoint_22'	488
'checkpoint_23'	521
'checkpoint_24'	487
'checkpoint_25'	490
'checkpoint_26'	485
'checkpoint_27'	480
'checkpoint_28'	473
'checkpoint_29'	468
'checkpoint_30'	469
'checkpoint_31'	484
'checkpoint_32'	460
'checkpoint_33'	492
'checkpoint_34'	520
'checkpoint_35'	478
'checkpoint_36'	524
'checkpoint_37'	538
'checkpoint_38'	509
'checkpoint_39'	552
'checkpoint_40'	570
'checkpoint_41'	540
'checkpoint_42'	560
'checkpoint_43'	516
'checkpoint_44'	498
'checkpoint_45'	477
'checkpoint_46'	445
'checkpoint_47'	452
'checkpoint_48'	441
'checkpoint_49'	449

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Amidar_run_5

• Dataset size: 77.42 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,271
'checkpoint_01'	970
'checkpoint_02'	775
'checkpoint_03'	673
'checkpoint_04'	603
'checkpoint_05'	580
'checkpoint_06'	571
'checkpoint_07'	539
'checkpoint_08'	520
'checkpoint_09'	515
'checkpoint_10'	525
'checkpoint_11'	525
'checkpoint_12'	515
'checkpoint_13'	509
'checkpoint_14'	494
'checkpoint_15'	474
'checkpoint_16'	468
'checkpoint_17'	466
'checkpoint_18'	449
'checkpoint_19'	456
'checkpoint_20'	439
'checkpoint_21'	424
'checkpoint_22'	443
'checkpoint_23'	458
'checkpoint_24'	447
'checkpoint_25'	439
'checkpoint_26'	444
'checkpoint_27'	429
'checkpoint_28'	413
'checkpoint_29'	431
'checkpoint_30'	428
'checkpoint_31'	428
'checkpoint_32'	404
'checkpoint_33'	389
'checkpoint_34'	412
'checkpoint_35'	411
'checkpoint_36'	408
'checkpoint_37'	413
'checkpoint_38'	429
'checkpoint_39'	467
'checkpoint_40'	536
'checkpoint_41'	542
'checkpoint_42'	587
'checkpoint_43'	590
'checkpoint_44'	572
'checkpoint_45'	572
'checkpoint_46'	541
'checkpoint_47'	544
'checkpoint_48'	550
'checkpoint_49'	539

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Assault_run_1

• Dataset size: 28.70 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,522
'checkpoint_01'	1,269
'checkpoint_02'	1,100
'checkpoint_03'	1,007
'checkpoint_04'	978
'checkpoint_05'	922
'checkpoint_06'	813
'checkpoint_07'	812
'checkpoint_08'	831
'checkpoint_09'	848
'checkpoint_10'	835
'checkpoint_11'	864
'checkpoint_12'	853
'checkpoint_13'	873
'checkpoint_14'	842
'checkpoint_15'	845
'checkpoint_16'	838
'checkpoint_17'	850
'checkpoint_18'	876
'checkpoint_19'	869
'checkpoint_20'	848
'checkpoint_21'	871
'checkpoint_22'	877
'checkpoint_23'	858
'checkpoint_24'	861
'checkpoint_25'	821
'checkpoint_26'	833
'checkpoint_27'	864
'checkpoint_28'	851
'checkpoint_29'	839
'checkpoint_30'	875
'checkpoint_31'	868
'checkpoint_32'	852
'checkpoint_33'	855
'checkpoint_34'	858
'checkpoint_35'	851
'checkpoint_36'	852
'checkpoint_37'	857
'checkpoint_38'	849
'checkpoint_39'	858
'checkpoint_40'	857
'checkpoint_41'	872
'checkpoint_42'	834
'checkpoint_43'	845
'checkpoint_44'	821
'checkpoint_45'	842
'checkpoint_46'	856
'checkpoint_47'	844
'checkpoint_48'	868
'checkpoint_49'	853

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Assault_run_2

• Dataset size: 28.62 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,533
'checkpoint_01'	1,215
'checkpoint_02'	1,121
'checkpoint_03'	1,027
'checkpoint_04'	997
'checkpoint_05'	832
'checkpoint_06'	819
'checkpoint_07'	760
'checkpoint_08'	855
'checkpoint_09'	804
'checkpoint_10'	796
'checkpoint_11'	843
'checkpoint_12'	858
'checkpoint_13'	854
'checkpoint_14'	885
'checkpoint_15'	869
'checkpoint_16'	924
'checkpoint_17'	940
'checkpoint_18'	903
'checkpoint_19'	882
'checkpoint_20'	871
'checkpoint_21'	877
'checkpoint_22'	899
'checkpoint_23'	931
'checkpoint_24'	939
'checkpoint_25'	926
'checkpoint_26'	897
'checkpoint_27'	894
'checkpoint_28'	916
'checkpoint_29'	922
'checkpoint_30'	932
'checkpoint_31'	926
'checkpoint_32'	891
'checkpoint_33'	881
'checkpoint_34'	882
'checkpoint_35'	910
'checkpoint_36'	911
'checkpoint_37'	897
'checkpoint_38'	897
'checkpoint_39'	910
'checkpoint_40'	908
'checkpoint_41'	924
'checkpoint_42'	933
'checkpoint_43'	933
'checkpoint_44'	938
'checkpoint_45'	923
'checkpoint_46'	936
'checkpoint_47'	928
'checkpoint_48'	929
'checkpoint_49'	936

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Assault_run_3

• Dataset size: 28.66 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,498
'checkpoint_01'	1,238
'checkpoint_02'	1,064
'checkpoint_03'	976
'checkpoint_04'	974
'checkpoint_05'	972
'checkpoint_06'	842
'checkpoint_07'	858
'checkpoint_08'	861
'checkpoint_09'	872
'checkpoint_10'	844
'checkpoint_11'	885
'checkpoint_12'	855
'checkpoint_13'	859
'checkpoint_14'	852
'checkpoint_15'	883
'checkpoint_16'	888
'checkpoint_17'	885
'checkpoint_18'	867
'checkpoint_19'	888
'checkpoint_20'	914
'checkpoint_21'	892
'checkpoint_22'	913
'checkpoint_23'	919
'checkpoint_24'	907
'checkpoint_25'	886
'checkpoint_26'	917
'checkpoint_27'	910
'checkpoint_28'	924
'checkpoint_29'	917
'checkpoint_30'	916
'checkpoint_31'	935
'checkpoint_32'	900
'checkpoint_33'	912
'checkpoint_34'	912
'checkpoint_35'	931
'checkpoint_36'	895
'checkpoint_37'	920
'checkpoint_38'	912
'checkpoint_39'	912
'checkpoint_40'	893
'checkpoint_41'	897
'checkpoint_42'	882
'checkpoint_43'	887
'checkpoint_44'	898
'checkpoint_45'	935
'checkpoint_46'	898
'checkpoint_47'	905
'checkpoint_48'	895
'checkpoint_49'	951

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Assault_run_4

• Dataset size: 28.64 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,558
'checkpoint_01'	1,229
'checkpoint_02'	1,040
'checkpoint_03'	991
'checkpoint_04'	1,007
'checkpoint_05'	924
'checkpoint_06'	844
'checkpoint_07'	814
'checkpoint_08'	795
'checkpoint_09'	811
'checkpoint_10'	815
'checkpoint_11'	816
'checkpoint_12'	821
'checkpoint_13'	838
'checkpoint_14'	893
'checkpoint_15'	837
'checkpoint_16'	838
'checkpoint_17'	884
'checkpoint_18'	914
'checkpoint_19'	872
'checkpoint_20'	910
'checkpoint_21'	922
'checkpoint_22'	873
'checkpoint_23'	892
'checkpoint_24'	892
'checkpoint_25'	902
'checkpoint_26'	912
'checkpoint_27'	905
'checkpoint_28'	881
'checkpoint_29'	914
'checkpoint_30'	915
'checkpoint_31'	876
'checkpoint_32'	929
'checkpoint_33'	908
'checkpoint_34'	888
'checkpoint_35'	906
'checkpoint_36'	897
'checkpoint_37'	885
'checkpoint_38'	880
'checkpoint_39'	861
'checkpoint_40'	888
'checkpoint_41'	892
'checkpoint_42'	906
'checkpoint_43'	933
'checkpoint_44'	871
'checkpoint_45'	876
'checkpoint_46'	942
'checkpoint_47'	926
'checkpoint_48'	890
'checkpoint_49'	904

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Assault_run_5

• Dataset size: 28.63 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,551
'checkpoint_01'	1,165
'checkpoint_02'	1,105
'checkpoint_03'	1,050
'checkpoint_04'	1,004
'checkpoint_05'	960
'checkpoint_06'	807
'checkpoint_07'	835
'checkpoint_08'	804
'checkpoint_09'	803
'checkpoint_10'	783
'checkpoint_11'	790
'checkpoint_12'	830
'checkpoint_13'	796
'checkpoint_14'	837
'checkpoint_15'	845
'checkpoint_16'	874
'checkpoint_17'	873
'checkpoint_18'	881
'checkpoint_19'	849
'checkpoint_20'	891
'checkpoint_21'	891
'checkpoint_22'	893
'checkpoint_23'	863
'checkpoint_24'	869
'checkpoint_25'	883
'checkpoint_26'	920
'checkpoint_27'	905
'checkpoint_28'	897
'checkpoint_29'	892
'checkpoint_30'	900
'checkpoint_31'	913
'checkpoint_32'	931
'checkpoint_33'	876
'checkpoint_34'	879
'checkpoint_35'	873
'checkpoint_36'	859
'checkpoint_37'	926
'checkpoint_38'	893
'checkpoint_39'	943
'checkpoint_40'	885
'checkpoint_41'	871
'checkpoint_42'	898
'checkpoint_43'	915
'checkpoint_44'	889
'checkpoint_45'	886
'checkpoint_46'	864
'checkpoint_47'	922
'checkpoint_48'	890
'checkpoint_49'	924

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Asterix_run_1

• Dataset size: 46.55 GiB

• Splits:

Split	Examples
'checkpoint_00'	3,138
'checkpoint_01'	1,545
'checkpoint_02'	1,231
'checkpoint_03'	1,169
'checkpoint_04'	1,172
'checkpoint_05'	1,167
'checkpoint_06'	1,128
'checkpoint_07'	1,128
'checkpoint_08'	1,136
'checkpoint_09'	1,157
'checkpoint_10'	1,162
'checkpoint_11'	1,111
'checkpoint_12'	1,099
'checkpoint_13'	1,062
'checkpoint_14'	1,068
'checkpoint_15'	1,067
'checkpoint_16'	1,121
'checkpoint_17'	1,147
'checkpoint_18'	1,114
'checkpoint_19'	1,163
'checkpoint_20'	1,149
'checkpoint_21'	1,211
'checkpoint_22'	1,192
'checkpoint_23'	1,132
'checkpoint_24'	1,157
'checkpoint_25'	1,111
'checkpoint_26'	1,146
'checkpoint_27'	1,128
'checkpoint_28'	1,101
'checkpoint_29'	1,161
'checkpoint_30'	1,082
'checkpoint_31'	1,105
'checkpoint_32'	1,079
'checkpoint_33'	1,084
'checkpoint_34'	1,076
'checkpoint_35'	1,051
'checkpoint_36'	1,047
'checkpoint_37'	1,073
'checkpoint_38'	1,063
'checkpoint_39'	1,138
'checkpoint_40'	1,061
'checkpoint_41'	1,057
'checkpoint_42'	1,054
'checkpoint_43'	1,042
'checkpoint_44'	1,056
'checkpoint_45'	1,012
'checkpoint_46'	1,116
'checkpoint_47'	1,036
'checkpoint_48'	1,045
'checkpoint_49'	1,020

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Asterix_run_2

• Dataset size: 46.64 GiB

• Splits:

Split	Examples
'checkpoint_00'	3,155
'checkpoint_01'	1,460
'checkpoint_02'	1,182
'checkpoint_03'	1,122
'checkpoint_04'	1,111
'checkpoint_05'	1,080
'checkpoint_06'	1,170
'checkpoint_07'	1,162
'checkpoint_08'	1,198
'checkpoint_09'	1,215
'checkpoint_10'	1,130
'checkpoint_11'	1,113
'checkpoint_12'	1,055
'checkpoint_13'	1,046
'checkpoint_14'	1,091
'checkpoint_15'	1,064
'checkpoint_16'	1,087
'checkpoint_17'	1,078
'checkpoint_18'	1,075
'checkpoint_19'	1,080
'checkpoint_20'	1,032
'checkpoint_21'	1,031
'checkpoint_22'	1,064
'checkpoint_23'	1,031
'checkpoint_24'	1,042
'checkpoint_25'	1,112
'checkpoint_26'	1,129
'checkpoint_27'	1,105
'checkpoint_28'	1,077
'checkpoint_29'	1,097
'checkpoint_30'	1,078
'checkpoint_31'	1,118
'checkpoint_32'	1,052
'checkpoint_33'	1,069
'checkpoint_34'	1,084
'checkpoint_35'	1,073
'checkpoint_36'	1,067
'checkpoint_37'	1,102
'checkpoint_38'	1,124
'checkpoint_39'	1,106
'checkpoint_40'	1,059
'checkpoint_41'	1,072
'checkpoint_42'	1,059
'checkpoint_43'	1,082
'checkpoint_44'	1,048
'checkpoint_45'	1,036
'checkpoint_46'	1,068
'checkpoint_47'	1,036
'checkpoint_48'	1,066
'checkpoint_49'	1,058

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Asterix_run_3

• Dataset size: 46.45 GiB

• Splits:

Split	Examples
'checkpoint_00'	3,178
'checkpoint_01'	1,518
'checkpoint_02'	1,128
'checkpoint_03'	1,128
'checkpoint_04'	1,106
'checkpoint_05'	1,169
'checkpoint_06'	1,152
'checkpoint_07'	1,155
'checkpoint_08'	1,140
'checkpoint_09'	1,153
'checkpoint_10'	1,184
'checkpoint_11'	1,170
'checkpoint_12'	1,166
'checkpoint_13'	1,153
'checkpoint_14'	1,090
'checkpoint_15'	1,085
'checkpoint_16'	1,054
'checkpoint_17'	1,052
'checkpoint_18'	1,072
'checkpoint_19'	1,032
'checkpoint_20'	1,023
'checkpoint_21'	1,004
'checkpoint_22'	1,048
'checkpoint_23'	1,038
'checkpoint_24'	970
'checkpoint_25'	991
'checkpoint_26'	1,035
'checkpoint_27'	1,028
'checkpoint_28'	1,037
'checkpoint_29'	1,094
'checkpoint_30'	1,103
'checkpoint_31'	1,045
'checkpoint_32'	1,097
'checkpoint_33'	1,088
'checkpoint_34'	1,069
'checkpoint_35'	1,090
'checkpoint_36'	1,083
'checkpoint_37'	1,106
'checkpoint_38'	1,159
'checkpoint_39'	1,244
'checkpoint_40'	1,503
'checkpoint_41'	1,684
'checkpoint_42'	1,881
'checkpoint_43'	1,989
'checkpoint_44'	1,849
'checkpoint_45'	2,651
'checkpoint_46'	2,497
'checkpoint_47'	2,443
'checkpoint_48'	2,434
'checkpoint_49'	2,409

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Asterix_run_4

• Dataset size: 46.57 GiB

• Splits:

Split	Examples
'checkpoint_00'	3,194
'checkpoint_01'	1,506
'checkpoint_02'	1,185
'checkpoint_03'	1,133
'checkpoint_04'	1,151
'checkpoint_05'	1,143
'checkpoint_06'	1,184
'checkpoint_07'	1,192
'checkpoint_08'	1,218
'checkpoint_09'	1,210
'checkpoint_10'	1,189
'checkpoint_11'	1,141
'checkpoint_12'	1,126
'checkpoint_13'	1,092
'checkpoint_14'	1,079
'checkpoint_15'	1,097
'checkpoint_16'	1,071
'checkpoint_17'	1,119
'checkpoint_18'	1,177
'checkpoint_19'	1,160
'checkpoint_20'	1,152
'checkpoint_21'	1,098
'checkpoint_22'	1,117
'checkpoint_23'	1,146
'checkpoint_24'	1,127
'checkpoint_25'	1,089
'checkpoint_26'	1,072
'checkpoint_27'	1,116
'checkpoint_28'	1,090
'checkpoint_29'	1,129
'checkpoint_30'	1,111
'checkpoint_31'	1,067
'checkpoint_32'	1,091
'checkpoint_33'	1,128
'checkpoint_34'	1,075
'checkpoint_35'	1,127
'checkpoint_36'	1,125
'checkpoint_37'	1,056
'checkpoint_38'	1,066
'checkpoint_39'	1,057
'checkpoint_40'	1,067
'checkpoint_41'	1,146
'checkpoint_42'	1,035
'checkpoint_43'	1,086
'checkpoint_44'	1,117
'checkpoint_45'	1,090
'checkpoint_46'	1,064
'checkpoint_47'	1,101
'checkpoint_48'	1,011
'checkpoint_49'	1,008

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Asterix_run_5

• Dataset size: 46.60 GiB

• Splits:

Split	Examples
'checkpoint_00'	3,179
'checkpoint_01'	1,644
'checkpoint_02'	1,239
'checkpoint_03'	1,201
'checkpoint_04'	1,150
'checkpoint_05'	1,151
'checkpoint_06'	1,132
'checkpoint_07'	1,213
'checkpoint_08'	1,193
'checkpoint_09'	1,205
'checkpoint_10'	1,164
'checkpoint_11'	1,135
'checkpoint_12'	1,086
'checkpoint_13'	1,069
'checkpoint_14'	1,057
'checkpoint_15'	1,040
'checkpoint_16'	1,065
'checkpoint_17'	1,102
'checkpoint_18'	1,091
'checkpoint_19'	1,149
'checkpoint_20'	1,117
'checkpoint_21'	1,095
'checkpoint_22'	1,117
'checkpoint_23'	1,148
'checkpoint_24'	1,115
'checkpoint_25'	1,120
'checkpoint_26'	1,127
'checkpoint_27'	1,113
'checkpoint_28'	1,114
'checkpoint_29'	1,098
'checkpoint_30'	1,046
'checkpoint_31'	1,073
'checkpoint_32'	1,075
'checkpoint_33'	1,118
'checkpoint_34'	1,075
'checkpoint_35'	1,057
'checkpoint_36'	1,072
'checkpoint_37'	1,050
'checkpoint_38'	1,065
'checkpoint_39'	1,083
'checkpoint_40'	1,042
'checkpoint_41'	1,075
'checkpoint_42'	1,094
'checkpoint_43'	1,084
'checkpoint_44'	1,108
'checkpoint_45'	1,143
'checkpoint_46'	1,090
'checkpoint_47'	1,051
'checkpoint_48'	1,154
'checkpoint_49'	1,097

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Atlantis_run_1

• Dataset size: 41.46 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,109
'checkpoint_01'	1,224
'checkpoint_02'	1,236
'checkpoint_03'	1,177
'checkpoint_04'	983
'checkpoint_05'	746
'checkpoint_06'	552
'checkpoint_07'	447
'checkpoint_08'	385
'checkpoint_09'	289
'checkpoint_10'	156
'checkpoint_11'	104
'checkpoint_12'	103
'checkpoint_13'	55
'checkpoint_14'	39
'checkpoint_15'	38
'checkpoint_16'	38
'checkpoint_17'	38
'checkpoint_18'	38
'checkpoint_19'	38
'checkpoint_20'	38
'checkpoint_21'	38
'checkpoint_22'	38
'checkpoint_23'	38
'checkpoint_24'	38
'checkpoint_25'	39
'checkpoint_26'	38
'checkpoint_27'	38
'checkpoint_28'	38
'checkpoint_29'	38
'checkpoint_30'	38
'checkpoint_31'	38
'checkpoint_32'	38
'checkpoint_33'	38
'checkpoint_34'	38
'checkpoint_35'	38
'checkpoint_36'	38
'checkpoint_37'	38
'checkpoint_38'	38
'checkpoint_39'	38
'checkpoint_40'	38
'checkpoint_41'	38
'checkpoint_42'	38
'checkpoint_43'	38
'checkpoint_44'	38
'checkpoint_45'	38
'checkpoint_46'	38
'checkpoint_47'	38
'checkpoint_48'	39
'checkpoint_49'	38

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Atlantis_run_2

• Dataset size: 41.25 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,149
'checkpoint_01'	1,266
'checkpoint_02'	1,235
'checkpoint_03'	1,159
'checkpoint_04'	1,018
'checkpoint_05'	803
'checkpoint_06'	587
'checkpoint_07'	491
'checkpoint_08'	419
'checkpoint_09'	260
'checkpoint_10'	264
'checkpoint_11'	187
'checkpoint_12'	203
'checkpoint_13'	176
'checkpoint_14'	132
'checkpoint_15'	89
'checkpoint_16'	42
'checkpoint_17'	39
'checkpoint_18'	38
'checkpoint_19'	38
'checkpoint_20'	38
'checkpoint_21'	38
'checkpoint_22'	38
'checkpoint_23'	39
'checkpoint_24'	38
'checkpoint_25'	38
'checkpoint_26'	38
'checkpoint_27'	38
'checkpoint_28'	38
'checkpoint_29'	38
'checkpoint_30'	38
'checkpoint_31'	38
'checkpoint_32'	38
'checkpoint_33'	38
'checkpoint_34'	38
'checkpoint_35'	38
'checkpoint_36'	38
'checkpoint_37'	38
'checkpoint_38'	38
'checkpoint_39'	38
'checkpoint_40'	38
'checkpoint_41'	38
'checkpoint_42'	38
'checkpoint_43'	38
'checkpoint_44'	38
'checkpoint_45'	38
'checkpoint_46'	38
'checkpoint_47'	38
'checkpoint_48'	38
'checkpoint_49'	38

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Atlantis_run_3

• Dataset size: 41.48 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,068
'checkpoint_01'	1,226
'checkpoint_02'	1,164
'checkpoint_03'	1,059
'checkpoint_04'	818
'checkpoint_05'	668
'checkpoint_06'	572
'checkpoint_07'	404
'checkpoint_08'	239
'checkpoint_09'	110
'checkpoint_10'	117
'checkpoint_11'	104
'checkpoint_12'	77
'checkpoint_13'	52
'checkpoint_14'	43
'checkpoint_15'	38
'checkpoint_16'	38
'checkpoint_17'	38
'checkpoint_18'	38
'checkpoint_19'	38
'checkpoint_20'	38
'checkpoint_21'	39
'checkpoint_22'	38
'checkpoint_23'	39
'checkpoint_24'	38
'checkpoint_25'	38
'checkpoint_26'	39
'checkpoint_27'	39
'checkpoint_28'	38
'checkpoint_29'	38
'checkpoint_30'	38
'checkpoint_31'	38
'checkpoint_32'	38
'checkpoint_33'	38
'checkpoint_34'	38
'checkpoint_35'	38
'checkpoint_36'	38
'checkpoint_37'	38
'checkpoint_38'	38
'checkpoint_39'	38
'checkpoint_40'	38
'checkpoint_41'	38
'checkpoint_42'	38
'checkpoint_43'	38
'checkpoint_44'	38
'checkpoint_45'	38
'checkpoint_46'	38
'checkpoint_47'	39
'checkpoint_48'	38
'checkpoint_49'	38

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Atlantis_run_4

• Dataset size: 41.54 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,144
'checkpoint_01'	1,232
'checkpoint_02'	1,285
'checkpoint_03'	1,233
'checkpoint_04'	1,034
'checkpoint_05'	756
'checkpoint_06'	623
'checkpoint_07'	508
'checkpoint_08'	393
'checkpoint_09'	292
'checkpoint_10'	160
'checkpoint_11'	113
'checkpoint_12'	68
'checkpoint_13'	40
'checkpoint_14'	38
'checkpoint_15'	39
'checkpoint_16'	38
'checkpoint_17'	39
'checkpoint_18'	38
'checkpoint_19'	38
'checkpoint_20'	38
'checkpoint_21'	38
'checkpoint_22'	38
'checkpoint_23'	38
'checkpoint_24'	38
'checkpoint_25'	38
'checkpoint_26'	38
'checkpoint_27'	38
'checkpoint_28'	38
'checkpoint_29'	38
'checkpoint_30'	38
'checkpoint_31'	38
'checkpoint_32'	38
'checkpoint_33'	38
'checkpoint_34'	38
'checkpoint_35'	38
'checkpoint_36'	38
'checkpoint_37'	38
'checkpoint_38'	38
'checkpoint_39'	38
'checkpoint_40'	38
'checkpoint_41'	39
'checkpoint_42'	39
'checkpoint_43'	39
'checkpoint_44'	38
'checkpoint_45'	38
'checkpoint_46'	38
'checkpoint_47'	38
'checkpoint_48'	38
'checkpoint_49'	39

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Atlantis_run_5

• Dataset size: 41.48 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,132
'checkpoint_01'	1,219
'checkpoint_02'	1,152
'checkpoint_03'	1,008
'checkpoint_04'	920
'checkpoint_05'	707
'checkpoint_06'	583
'checkpoint_07'	472
'checkpoint_08'	379
'checkpoint_09'	274
'checkpoint_10'	172
'checkpoint_11'	107
'checkpoint_12'	102
'checkpoint_13'	75
'checkpoint_14'	43
'checkpoint_15'	38
'checkpoint_16'	39
'checkpoint_17'	38
'checkpoint_18'	38
'checkpoint_19'	38
'checkpoint_20'	38
'checkpoint_21'	38
'checkpoint_22'	38
'checkpoint_23'	39
'checkpoint_24'	39
'checkpoint_25'	39
'checkpoint_26'	39
'checkpoint_27'	39
'checkpoint_28'	38
'checkpoint_29'	38
'checkpoint_30'	39
'checkpoint_31'	39
'checkpoint_32'	38
'checkpoint_33'	38
'checkpoint_34'	39
'checkpoint_35'	39
'checkpoint_36'	38
'checkpoint_37'	38
'checkpoint_38'	38
'checkpoint_39'	39
'checkpoint_40'	39
'checkpoint_41'	38
'checkpoint_42'	38
'checkpoint_43'	38
'checkpoint_44'	38
'checkpoint_45'	39
'checkpoint_46'	38
'checkpoint_47'	38
'checkpoint_48'	38
'checkpoint_49'	39

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/BankHeist_run_1

• Dataset size: 71.93 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,451
'checkpoint_01'	1,284
'checkpoint_02'	816
'checkpoint_03'	748
'checkpoint_04'	769
'checkpoint_05'	762
'checkpoint_06'	748
'checkpoint_07'	751
'checkpoint_08'	780
'checkpoint_09'	777
'checkpoint_10'	781
'checkpoint_11'	780
'checkpoint_12'	789
'checkpoint_13'	788
'checkpoint_14'	798
'checkpoint_15'	788
'checkpoint_16'	795
'checkpoint_17'	779
'checkpoint_18'	803
'checkpoint_19'	811
'checkpoint_20'	814
'checkpoint_21'	813
'checkpoint_22'	803
'checkpoint_23'	831
'checkpoint_24'	814
'checkpoint_25'	831
'checkpoint_26'	835
'checkpoint_27'	849
'checkpoint_28'	852
'checkpoint_29'	837
'checkpoint_30'	822
'checkpoint_31'	823
'checkpoint_32'	838
'checkpoint_33'	835
'checkpoint_34'	836
'checkpoint_35'	852
'checkpoint_36'	844
'checkpoint_37'	827
'checkpoint_38'	837
'checkpoint_39'	855
'checkpoint_40'	833
'checkpoint_41'	856
'checkpoint_42'	836
'checkpoint_43'	827
'checkpoint_44'	858
'checkpoint_45'	853
'checkpoint_46'	829
'checkpoint_47'	832
'checkpoint_48'	823
'checkpoint_49'	831

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/BankHeist_run_2

• Dataset size: 71.93 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,440
'checkpoint_01'	1,281
'checkpoint_02'	823
'checkpoint_03'	774
'checkpoint_04'	746
'checkpoint_05'	748
'checkpoint_06'	746
'checkpoint_07'	745
'checkpoint_08'	771
'checkpoint_09'	768
'checkpoint_10'	766
'checkpoint_11'	796
'checkpoint_12'	774
'checkpoint_13'	780
'checkpoint_14'	782
'checkpoint_15'	785
'checkpoint_16'	777
'checkpoint_17'	787
'checkpoint_18'	779
'checkpoint_19'	808
'checkpoint_20'	807
'checkpoint_21'	814
'checkpoint_22'	806
'checkpoint_23'	813
'checkpoint_24'	824
'checkpoint_25'	836
'checkpoint_26'	841
'checkpoint_27'	841
'checkpoint_28'	853
'checkpoint_29'	855
'checkpoint_30'	868
'checkpoint_31'	856
'checkpoint_32'	854
'checkpoint_33'	831
'checkpoint_34'	856
'checkpoint_35'	856
'checkpoint_36'	861
'checkpoint_37'	841
'checkpoint_38'	861
'checkpoint_39'	850
'checkpoint_40'	849
'checkpoint_41'	875
'checkpoint_42'	851
'checkpoint_43'	846
'checkpoint_44'	846
'checkpoint_45'	847
'checkpoint_46'	856
'checkpoint_47'	851
'checkpoint_48'	896
'checkpoint_49'	880

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/BankHeist_run_3

• Dataset size: 71.82 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,450
'checkpoint_01'	1,355
'checkpoint_02'	1,015
'checkpoint_03'	792
'checkpoint_04'	757
'checkpoint_05'	754
'checkpoint_06'	738
'checkpoint_07'	735
'checkpoint_08'	742
'checkpoint_09'	756
'checkpoint_10'	760
'checkpoint_11'	774
'checkpoint_12'	762
'checkpoint_13'	774
'checkpoint_14'	791
'checkpoint_15'	795
'checkpoint_16'	809
'checkpoint_17'	795
'checkpoint_18'	789
'checkpoint_19'	771
'checkpoint_20'	786
'checkpoint_21'	788
'checkpoint_22'	790
'checkpoint_23'	1,106
'checkpoint_24'	933
'checkpoint_25'	829
'checkpoint_26'	826
'checkpoint_27'	818
'checkpoint_28'	799
'checkpoint_29'	809
'checkpoint_30'	814
'checkpoint_31'	807
'checkpoint_32'	838
'checkpoint_33'	838
'checkpoint_34'	833
'checkpoint_35'	816
'checkpoint_36'	832
'checkpoint_37'	844
'checkpoint_38'	1,055
'checkpoint_39'	861
'checkpoint_40'	895
'checkpoint_41'	934
'checkpoint_42'	1,010
'checkpoint_43'	1,042
'checkpoint_44'	1,045
'checkpoint_45'	979
'checkpoint_46'	993
'checkpoint_47'	981
'checkpoint_48'	967
'checkpoint_49'	976

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/BankHeist_run_4

• Dataset size: 71.93 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,471
'checkpoint_01'	1,225
'checkpoint_02'	816
'checkpoint_03'	785
'checkpoint_04'	738
'checkpoint_05'	718
'checkpoint_06'	748
'checkpoint_07'	767
'checkpoint_08'	767
'checkpoint_09'	779
'checkpoint_10'	773
'checkpoint_11'	793
'checkpoint_12'	799
'checkpoint_13'	796
'checkpoint_14'	801
'checkpoint_15'	805
'checkpoint_16'	813
'checkpoint_17'	816
'checkpoint_18'	818
'checkpoint_19'	809
'checkpoint_20'	823
'checkpoint_21'	819
'checkpoint_22'	815
'checkpoint_23'	822
'checkpoint_24'	827
'checkpoint_25'	819
'checkpoint_26'	826
'checkpoint_27'	833
'checkpoint_28'	826
'checkpoint_29'	826
'checkpoint_30'	830
'checkpoint_31'	827
'checkpoint_32'	816
'checkpoint_33'	835
'checkpoint_34'	828
'checkpoint_35'	837
'checkpoint_36'	829
'checkpoint_37'	830
'checkpoint_38'	831
'checkpoint_39'	831
'checkpoint_40'	834
'checkpoint_41'	824
'checkpoint_42'	822
'checkpoint_43'	838
'checkpoint_44'	843
'checkpoint_45'	829
'checkpoint_46'	830
'checkpoint_47'	834
'checkpoint_48'	1,105
'checkpoint_49'	1,108

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/BankHeist_run_5

• Dataset size: 71.96 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,463
'checkpoint_01'	1,310
'checkpoint_02'	908
'checkpoint_03'	788
'checkpoint_04'	745
'checkpoint_05'	735
'checkpoint_06'	731
'checkpoint_07'	746
'checkpoint_08'	760
'checkpoint_09'	769
'checkpoint_10'	770
'checkpoint_11'	774
'checkpoint_12'	802
'checkpoint_13'	799
'checkpoint_14'	797
'checkpoint_15'	809
'checkpoint_16'	796
'checkpoint_17'	796
'checkpoint_18'	788
'checkpoint_19'	798
'checkpoint_20'	800
'checkpoint_21'	808
'checkpoint_22'	820
'checkpoint_23'	811
'checkpoint_24'	810
'checkpoint_25'	815
'checkpoint_26'	821
'checkpoint_27'	929
'checkpoint_28'	848
'checkpoint_29'	821
'checkpoint_30'	797
'checkpoint_31'	812
'checkpoint_32'	802
'checkpoint_33'	824
'checkpoint_34'	815
'checkpoint_35'	824
'checkpoint_36'	839
'checkpoint_37'	824
'checkpoint_38'	834
'checkpoint_39'	843
'checkpoint_40'	827
'checkpoint_41'	849
'checkpoint_42'	855
'checkpoint_43'	847
'checkpoint_44'	849
'checkpoint_45'	861
'checkpoint_46'	872
'checkpoint_47'	873
'checkpoint_48'	852
'checkpoint_49'	869

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/BattleZone_run_1

• Dataset size: 57.82 GiB

• Splits:

Split	Examples
'checkpoint_00'	641
'checkpoint_01'	629
'checkpoint_02'	627
'checkpoint_03'	557
'checkpoint_04'	483
'checkpoint_05'	535
'checkpoint_06'	506
'checkpoint_07'	530
'checkpoint_08'	647
'checkpoint_09'	513
'checkpoint_10'	516
'checkpoint_11'	524
'checkpoint_12'	511
'checkpoint_13'	491
'checkpoint_14'	512
'checkpoint_15'	483
'checkpoint_16'	427
'checkpoint_17'	464
'checkpoint_18'	417
'checkpoint_19'	457
'checkpoint_20'	461
'checkpoint_21'	466
'checkpoint_22'	440
'checkpoint_23'	429
'checkpoint_24'	432
'checkpoint_25'	474
'checkpoint_26'	425
'checkpoint_27'	418
'checkpoint_28'	392
'checkpoint_29'	426
'checkpoint_30'	450
'checkpoint_31'	432
'checkpoint_32'	441
'checkpoint_33'	392
'checkpoint_34'	425
'checkpoint_35'	414
'checkpoint_36'	485
'checkpoint_37'	516
'checkpoint_38'	453
'checkpoint_39'	469
'checkpoint_40'	455
'checkpoint_41'	469
'checkpoint_42'	494
'checkpoint_43'	464
'checkpoint_44'	429
'checkpoint_45'	434
'checkpoint_46'	467
'checkpoint_47'	429
'checkpoint_48'	455
'checkpoint_49'	458

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/BattleZone_run_2

• Dataset size: 57.79 GiB

• Splits:

Split	Examples
'checkpoint_00'	623
'checkpoint_01'	603
'checkpoint_02'	625
'checkpoint_03'	613
'checkpoint_04'	568
'checkpoint_05'	573
'checkpoint_06'	475
'checkpoint_07'	461
'checkpoint_08'	490
'checkpoint_09'	580
'checkpoint_10'	500
'checkpoint_11'	604
'checkpoint_12'	566
'checkpoint_13'	545
'checkpoint_14'	547
'checkpoint_15'	525
'checkpoint_16'	504
'checkpoint_17'	491
'checkpoint_18'	508
'checkpoint_19'	490
'checkpoint_20'	509
'checkpoint_21'	537
'checkpoint_22'	497
'checkpoint_23'	507
'checkpoint_24'	556
'checkpoint_25'	521
'checkpoint_26'	522
'checkpoint_27'	493
'checkpoint_28'	573
'checkpoint_29'	548
'checkpoint_30'	568
'checkpoint_31'	558
'checkpoint_32'	493
'checkpoint_33'	450
'checkpoint_34'	536
'checkpoint_35'	572
'checkpoint_36'	527
'checkpoint_37'	522
'checkpoint_38'	436
'checkpoint_39'	491
'checkpoint_40'	528
'checkpoint_41'	518
'checkpoint_42'	516
'checkpoint_43'	506
'checkpoint_44'	489
'checkpoint_45'	388
'checkpoint_46'	556
'checkpoint_47'	492
'checkpoint_48'	444
'checkpoint_49'	480

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/BattleZone_run_3

• Dataset size: 57.80 GiB

• Splits:

Split	Examples
'checkpoint_00'	674
'checkpoint_01'	665
'checkpoint_02'	623
'checkpoint_03'	607
'checkpoint_04'	452
'checkpoint_05'	522
'checkpoint_06'	493
'checkpoint_07'	522
'checkpoint_08'	500
'checkpoint_09'	541
'checkpoint_10'	574
'checkpoint_11'	496
'checkpoint_12'	564
'checkpoint_13'	512
'checkpoint_14'	484
'checkpoint_15'	482
'checkpoint_16'	459
'checkpoint_17'	506
'checkpoint_18'	486
'checkpoint_19'	446
'checkpoint_20'	462
'checkpoint_21'	424
'checkpoint_22'	490
'checkpoint_23'	472
'checkpoint_24'	467
'checkpoint_25'	520
'checkpoint_26'	456
'checkpoint_27'	483
'checkpoint_28'	501
'checkpoint_29'	495
'checkpoint_30'	468
'checkpoint_31'	494
'checkpoint_32'	444
'checkpoint_33'	498
'checkpoint_34'	500
'checkpoint_35'	433
'checkpoint_36'	495
'checkpoint_37'	465
'checkpoint_38'	424
'checkpoint_39'	470
'checkpoint_40'	452
'checkpoint_41'	489
'checkpoint_42'	416
'checkpoint_43'	505
'checkpoint_44'	515
'checkpoint_45'	469
'checkpoint_46'	427
'checkpoint_47'	478
'checkpoint_48'	458
'checkpoint_49'	428

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/BattleZone_run_4

• Dataset size: 57.73 GiB

• Splits:

Split	Examples
'checkpoint_00'	614
'checkpoint_01'	615
'checkpoint_02'	603
'checkpoint_03'	536
'checkpoint_04'	514
'checkpoint_05'	505
'checkpoint_06'	500
'checkpoint_07'	528
'checkpoint_08'	524
'checkpoint_09'	484
'checkpoint_10'	493
'checkpoint_11'	525
'checkpoint_12'	457
'checkpoint_13'	405
'checkpoint_14'	477
'checkpoint_15'	428
'checkpoint_16'	410
'checkpoint_17'	431
'checkpoint_18'	468
'checkpoint_19'	393
'checkpoint_20'	453
'checkpoint_21'	361
'checkpoint_22'	407
'checkpoint_23'	424
'checkpoint_24'	469
'checkpoint_25'	449
'checkpoint_26'	460
'checkpoint_27'	367
'checkpoint_28'	446
'checkpoint_29'	399
'checkpoint_30'	385
'checkpoint_31'	415
'checkpoint_32'	418
'checkpoint_33'	484
'checkpoint_34'	471
'checkpoint_35'	494
'checkpoint_36'	415
'checkpoint_37'	404
'checkpoint_38'	431
'checkpoint_39'	438
'checkpoint_40'	442
'checkpoint_41'	410
'checkpoint_42'	391
'checkpoint_43'	396
'checkpoint_44'	440
'checkpoint_45'	404
'checkpoint_46'	407
'checkpoint_47'	429
'checkpoint_48'	443
'checkpoint_49'	388

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/BattleZone_run_5

• Dataset size: 57.83 GiB

• Splits:

Split	Examples
'checkpoint_00'	639
'checkpoint_01'	649
'checkpoint_02'	588
'checkpoint_03'	527
'checkpoint_04'	495
'checkpoint_05'	486
'checkpoint_06'	514
'checkpoint_07'	555
'checkpoint_08'	494
'checkpoint_09'	550
'checkpoint_10'	531
'checkpoint_11'	509
'checkpoint_12'	521
'checkpoint_13'	573
'checkpoint_14'	495
'checkpoint_15'	474
'checkpoint_16'	549
'checkpoint_17'	510
'checkpoint_18'	504
'checkpoint_19'	517
'checkpoint_20'	535
'checkpoint_21'	463
'checkpoint_22'	481
'checkpoint_23'	516
'checkpoint_24'	496
'checkpoint_25'	565
'checkpoint_26'	524
'checkpoint_27'	480
'checkpoint_28'	476
'checkpoint_29'	497
'checkpoint_30'	482
'checkpoint_31'	413
'checkpoint_32'	471
'checkpoint_33'	493
'checkpoint_34'	486
'checkpoint_35'	530
'checkpoint_36'	460
'checkpoint_37'	506
'checkpoint_38'	462
'checkpoint_39'	480
'checkpoint_40'	468
'checkpoint_41'	477
'checkpoint_42'	488
'checkpoint_43'	500
'checkpoint_44'	511
'checkpoint_45'	496
'checkpoint_46'	441
'checkpoint_47'	530
'checkpoint_48'	497
'checkpoint_49'	543

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/BeamRider_run_1

• Dataset size: 43.72 GiB

• Splits:

Split	Examples
'checkpoint_00'	725
'checkpoint_01'	712
'checkpoint_02'	565
'checkpoint_03'	269
'checkpoint_04'	307
'checkpoint_05'	362
'checkpoint_06'	343
'checkpoint_07'	333
'checkpoint_08'	320
'checkpoint_09'	330
'checkpoint_10'	318
'checkpoint_11'	320
'checkpoint_12'	324
'checkpoint_13'	316
'checkpoint_14'	326
'checkpoint_15'	320
'checkpoint_16'	308
'checkpoint_17'	313
'checkpoint_18'	293
'checkpoint_19'	291
'checkpoint_20'	309
'checkpoint_21'	304
'checkpoint_22'	307
'checkpoint_23'	304
'checkpoint_24'	291
'checkpoint_25'	306
'checkpoint_26'	299
'checkpoint_27'	295
'checkpoint_28'	300
'checkpoint_29'	299
'checkpoint_30'	287
'checkpoint_31'	303
'checkpoint_32'	294
'checkpoint_33'	299
'checkpoint_34'	293
'checkpoint_35'	293
'checkpoint_36'	294
'checkpoint_37'	305
'checkpoint_38'	313
'checkpoint_39'	312
'checkpoint_40'	303
'checkpoint_41'	298
'checkpoint_42'	299
'checkpoint_43'	279
'checkpoint_44'	302
'checkpoint_45'	305
'checkpoint_46'	291
'checkpoint_47'	301
'checkpoint_48'	310
'checkpoint_49'	313

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/BeamRider_run_2

• Dataset size: 43.74 GiB

• Splits:

Split	Examples
'checkpoint_00'	739
'checkpoint_01'	715
'checkpoint_02'	504
'checkpoint_03'	236
'checkpoint_04'	315
'checkpoint_05'	387
'checkpoint_06'	322
'checkpoint_07'	344
'checkpoint_08'	328
'checkpoint_09'	337
'checkpoint_10'	320
'checkpoint_11'	322
'checkpoint_12'	311
'checkpoint_13'	319
'checkpoint_14'	301
'checkpoint_15'	312
'checkpoint_16'	304
'checkpoint_17'	301
'checkpoint_18'	302
'checkpoint_19'	302
'checkpoint_20'	295
'checkpoint_21'	315
'checkpoint_22'	294
'checkpoint_23'	303
'checkpoint_24'	296
'checkpoint_25'	303
'checkpoint_26'	306
'checkpoint_27'	296
'checkpoint_28'	287
'checkpoint_29'	297
'checkpoint_30'	281
'checkpoint_31'	282
'checkpoint_32'	277
'checkpoint_33'	291
'checkpoint_34'	298
'checkpoint_35'	277
'checkpoint_36'	290
'checkpoint_37'	299
'checkpoint_38'	286
'checkpoint_39'	310
'checkpoint_40'	293
'checkpoint_41'	291
'checkpoint_42'	288
'checkpoint_43'	310
'checkpoint_44'	293
'checkpoint_45'	291
'checkpoint_46'	283
'checkpoint_47'	283
'checkpoint_48'	299
'checkpoint_49'	303

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/BeamRider_run_3

• Dataset size: 43.72 GiB

• Splits:

Split	Examples
'checkpoint_00'	727
'checkpoint_01'	697
'checkpoint_02'	522
'checkpoint_03'	251
'checkpoint_04'	286
'checkpoint_05'	343
'checkpoint_06'	355
'checkpoint_07'	344
'checkpoint_08'	304
'checkpoint_09'	320
'checkpoint_10'	313
'checkpoint_11'	328
'checkpoint_12'	329
'checkpoint_13'	311
'checkpoint_14'	309
'checkpoint_15'	306
'checkpoint_16'	302
'checkpoint_17'	312
'checkpoint_18'	301
'checkpoint_19'	319
'checkpoint_20'	305
'checkpoint_21'	324
'checkpoint_22'	302
'checkpoint_23'	322
'checkpoint_24'	300
'checkpoint_25'	312
'checkpoint_26'	310
'checkpoint_27'	325
'checkpoint_28'	315
'checkpoint_29'	312
'checkpoint_30'	307
'checkpoint_31'	292
'checkpoint_32'	305
'checkpoint_33'	303
'checkpoint_34'	321
'checkpoint_35'	308
'checkpoint_36'	319
'checkpoint_37'	301
'checkpoint_38'	308
'checkpoint_39'	298
'checkpoint_40'	315
'checkpoint_41'	308
'checkpoint_42'	318
'checkpoint_43'	326
'checkpoint_44'	322
'checkpoint_45'	303
'checkpoint_46'	298
'checkpoint_47'	325
'checkpoint_48'	312
'checkpoint_49'	311

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/BeamRider_run_4

• Dataset size: 43.72 GiB

• Splits:

Split	Examples
'checkpoint_00'	730
'checkpoint_01'	688
'checkpoint_02'	534
'checkpoint_03'	263
'checkpoint_04'	298
'checkpoint_05'	366
'checkpoint_06'	360
'checkpoint_07'	324
'checkpoint_08'	328
'checkpoint_09'	321
'checkpoint_10'	298
'checkpoint_11'	314
'checkpoint_12'	299
'checkpoint_13'	308
'checkpoint_14'	305
'checkpoint_15'	309
'checkpoint_16'	300
'checkpoint_17'	295
'checkpoint_18'	301
'checkpoint_19'	316
'checkpoint_20'	294
'checkpoint_21'	306
'checkpoint_22'	304
'checkpoint_23'	303
'checkpoint_24'	292
'checkpoint_25'	290
'checkpoint_26'	296
'checkpoint_27'	298
'checkpoint_28'	294
'checkpoint_29'	301
'checkpoint_30'	310
'checkpoint_31'	312
'checkpoint_32'	294
'checkpoint_33'	299
'checkpoint_34'	306
'checkpoint_35'	299
'checkpoint_36'	300
'checkpoint_37'	312
'checkpoint_38'	302
'checkpoint_39'	300
'checkpoint_40'	295
'checkpoint_41'	290
'checkpoint_42'	297
'checkpoint_43'	304
'checkpoint_44'	308
'checkpoint_45'	324
'checkpoint_46'	311
'checkpoint_47'	304
'checkpoint_48'	304
'checkpoint_49'	310

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/BeamRider_run_5

• Dataset size: 43.74 GiB

• Splits:

Split	Examples
'checkpoint_00'	732
'checkpoint_01'	740
'checkpoint_02'	566
'checkpoint_03'	251
'checkpoint_04'	291
'checkpoint_05'	359
'checkpoint_06'	328
'checkpoint_07'	347
'checkpoint_08'	323
'checkpoint_09'	319
'checkpoint_10'	330
'checkpoint_11'	312
'checkpoint_12'	316
'checkpoint_13'	321
'checkpoint_14'	304
'checkpoint_15'	288
'checkpoint_16'	313
'checkpoint_17'	312
'checkpoint_18'	307
'checkpoint_19'	294
'checkpoint_20'	295
'checkpoint_21'	302
'checkpoint_22'	301
'checkpoint_23'	288
'checkpoint_24'	294
'checkpoint_25'	293
'checkpoint_26'	307
'checkpoint_27'	298
'checkpoint_28'	290
'checkpoint_29'	300
'checkpoint_30'	287
'checkpoint_31'	286
'checkpoint_32'	298
'checkpoint_33'	292
'checkpoint_34'	285
'checkpoint_35'	281
'checkpoint_36'	294
'checkpoint_37'	285
'checkpoint_38'	290
'checkpoint_39'	284
'checkpoint_40'	291
'checkpoint_41'	278
'checkpoint_42'	292
'checkpoint_43'	292
'checkpoint_44'	288
'checkpoint_45'	290
'checkpoint_46'	293
'checkpoint_47'	275
'checkpoint_48'	278
'checkpoint_49'	296

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Boxing_run_1

• Dataset size: 45.81 GiB

• Splits:

Split	Examples
'checkpoint_00'	559
'checkpoint_01'	567
'checkpoint_02'	733
'checkpoint_03'	987
'checkpoint_04'	1,052
'checkpoint_05'	1,079
'checkpoint_06'	1,164
'checkpoint_07'	1,086
'checkpoint_08'	820
'checkpoint_09'	934
'checkpoint_10'	864
'checkpoint_11'	882
'checkpoint_12'	940
'checkpoint_13'	1,027
'checkpoint_14'	1,044
'checkpoint_15'	1,083
'checkpoint_16'	1,136
'checkpoint_17'	1,074
'checkpoint_18'	1,096
'checkpoint_19'	1,055
'checkpoint_20'	1,057
'checkpoint_21'	1,119
'checkpoint_22'	1,119
'checkpoint_23'	1,045
'checkpoint_24'	1,042
'checkpoint_25'	1,080
'checkpoint_26'	1,051
'checkpoint_27'	1,035
'checkpoint_28'	1,038
'checkpoint_29'	1,006
'checkpoint_30'	1,026
'checkpoint_31'	1,010
'checkpoint_32'	1,005
'checkpoint_33'	988
'checkpoint_34'	1,011
'checkpoint_35'	1,025
'checkpoint_36'	995
'checkpoint_37'	1,012
'checkpoint_38'	996
'checkpoint_39'	995
'checkpoint_40'	974
'checkpoint_41'	979
'checkpoint_42'	951
'checkpoint_43'	972
'checkpoint_44'	986
'checkpoint_45'	954
'checkpoint_46'	954
'checkpoint_47'	950
'checkpoint_48'	972
'checkpoint_49'	956

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Boxing_run_2

• Dataset size: 45.59 GiB

• Splits:

Split	Examples
'checkpoint_00'	559
'checkpoint_01'	588
'checkpoint_02'	773
'checkpoint_03'	987
'checkpoint_04'	1,098
'checkpoint_05'	1,172
'checkpoint_06'	1,218
'checkpoint_07'	1,242
'checkpoint_08'	1,055
'checkpoint_09'	965
'checkpoint_10'	953
'checkpoint_11'	915
'checkpoint_12'	1,062
'checkpoint_13'	1,023
'checkpoint_14'	1,127
'checkpoint_15'	1,154
'checkpoint_16'	1,170
'checkpoint_17'	1,174
'checkpoint_18'	1,162
'checkpoint_19'	1,128
'checkpoint_20'	1,165
'checkpoint_21'	1,161
'checkpoint_22'	1,131
'checkpoint_23'	1,123
'checkpoint_24'	1,147
'checkpoint_25'	1,120
'checkpoint_26'	1,112
'checkpoint_27'	1,141
'checkpoint_28'	1,128
'checkpoint_29'	1,118
'checkpoint_30'	1,125
'checkpoint_31'	1,118
'checkpoint_32'	1,136
'checkpoint_33'	1,106
'checkpoint_34'	1,094
'checkpoint_35'	1,105
'checkpoint_36'	1,108
'checkpoint_37'	1,145
'checkpoint_38'	1,102
'checkpoint_39'	1,111
'checkpoint_40'	1,102
'checkpoint_41'	1,082
'checkpoint_42'	1,082
'checkpoint_43'	1,072
'checkpoint_44'	1,083
'checkpoint_45'	1,050
'checkpoint_46'	1,026
'checkpoint_47'	1,040
'checkpoint_48'	1,046
'checkpoint_49'	1,047

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Boxing_run_3

• Dataset size: 45.79 GiB

• Splits:

Split	Examples
'checkpoint_00'	559
'checkpoint_01'	566
'checkpoint_02'	724
'checkpoint_03'	1,020
'checkpoint_04'	1,127
'checkpoint_05'	1,061
'checkpoint_06'	868
'checkpoint_07'	907
'checkpoint_08'	924
'checkpoint_09'	974
'checkpoint_10'	1,072
'checkpoint_11'	1,122
'checkpoint_12'	1,143
'checkpoint_13'	1,131
'checkpoint_14'	1,182
'checkpoint_15'	1,176
'checkpoint_16'	1,158
'checkpoint_17'	1,158
'checkpoint_18'	1,144
'checkpoint_19'	1,163
'checkpoint_20'	1,160
'checkpoint_21'	1,151
'checkpoint_22'	1,153
'checkpoint_23'	1,145
'checkpoint_24'	1,135
'checkpoint_25'	1,126
'checkpoint_26'	1,128
'checkpoint_27'	1,115
'checkpoint_28'	1,099
'checkpoint_29'	1,064
'checkpoint_30'	1,083
'checkpoint_31'	1,061
'checkpoint_32'	1,078
'checkpoint_33'	1,066
'checkpoint_34'	1,120
'checkpoint_35'	1,080
'checkpoint_36'	1,061
'checkpoint_37'	1,071
'checkpoint_38'	1,068
'checkpoint_39'	1,066
'checkpoint_40'	1,105
'checkpoint_41'	1,108
'checkpoint_42'	1,082
'checkpoint_43'	1,103
'checkpoint_44'	1,106
'checkpoint_45'	1,081
'checkpoint_46'	1,045
'checkpoint_47'	1,069
'checkpoint_48'	1,043
'checkpoint_49'	1,049

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Boxing_run_4

• Dataset size: 45.68 GiB

• Splits:

Split	Examples
'checkpoint_00'	559
'checkpoint_01'	569
'checkpoint_02'	785
'checkpoint_03'	1,209
'checkpoint_04'	1,195
'checkpoint_05'	1,240
'checkpoint_06'	1,031
'checkpoint_07'	945
'checkpoint_08'	941
'checkpoint_09'	959
'checkpoint_10'	979
'checkpoint_11'	1,061
'checkpoint_12'	1,105
'checkpoint_13'	1,044
'checkpoint_14'	1,104
'checkpoint_15'	1,120
'checkpoint_16'	1,137
'checkpoint_17'	1,129
'checkpoint_18'	1,109
'checkpoint_19'	1,136
'checkpoint_20'	1,143
'checkpoint_21'	1,119
'checkpoint_22'	1,130
'checkpoint_23'	1,150
'checkpoint_24'	1,159
'checkpoint_25'	1,139
'checkpoint_26'	1,137
'checkpoint_27'	1,117
'checkpoint_28'	1,129
'checkpoint_29'	1,121
'checkpoint_30'	1,068
'checkpoint_31'	1,103
'checkpoint_32'	1,084
'checkpoint_33'	1,084
'checkpoint_34'	1,105
'checkpoint_35'	1,086
'checkpoint_36'	1,101
'checkpoint_37'	1,106
'checkpoint_38'	1,105
'checkpoint_39'	1,088
'checkpoint_40'	1,131
'checkpoint_41'	1,124
'checkpoint_42'	1,129
'checkpoint_43'	1,112
'checkpoint_44'	1,101
'checkpoint_45'	1,102
'checkpoint_46'	1,136
'checkpoint_47'	1,117
'checkpoint_48'	1,080
'checkpoint_49'	1,093

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Boxing_run_5

• Dataset size: 45.79 GiB

• Splits:

Split	Examples
'checkpoint_00'	559
'checkpoint_01'	560
'checkpoint_02'	561
'checkpoint_03'	579
'checkpoint_04'	699
'checkpoint_05'	959
'checkpoint_06'	1,117
'checkpoint_07'	1,156
'checkpoint_08'	871
'checkpoint_09'	854
'checkpoint_10'	862
'checkpoint_11'	940
'checkpoint_12'	1,009
'checkpoint_13'	1,032
'checkpoint_14'	1,081
'checkpoint_15'	1,051
'checkpoint_16'	1,094
'checkpoint_17'	1,099
'checkpoint_18'	1,145
'checkpoint_19'	1,145
'checkpoint_20'	1,142
'checkpoint_21'	1,173
'checkpoint_22'	1,147
'checkpoint_23'	1,166
'checkpoint_24'	1,158
'checkpoint_25'	1,166
'checkpoint_26'	1,147
'checkpoint_27'	1,103
'checkpoint_28'	1,153
'checkpoint_29'	1,133
'checkpoint_30'	1,161
'checkpoint_31'	1,145
'checkpoint_32'	1,135
'checkpoint_33'	1,112
'checkpoint_34'	1,136
'checkpoint_35'	1,112
'checkpoint_36'	1,109
'checkpoint_37'	1,109
'checkpoint_38'	1,108
'checkpoint_39'	1,093
'checkpoint_40'	1,050
'checkpoint_41'	1,062
'checkpoint_42'	1,065
'checkpoint_43'	1,070
'checkpoint_44'	1,057
'checkpoint_45'	1,038
'checkpoint_46'	1,046
'checkpoint_47'	990
'checkpoint_48'	1,007
'checkpoint_49'	1,001

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Breakout_run_1

• Dataset size: 30.66 GiB

• Splits:

Split	Examples
'checkpoint_00'	3,466
'checkpoint_01'	2,019
'checkpoint_02'	1,386
'checkpoint_03'	1,039
'checkpoint_04'	873
'checkpoint_05'	784
'checkpoint_06'	754
'checkpoint_07'	733
'checkpoint_08'	736
'checkpoint_09'	783
'checkpoint_10'	744
'checkpoint_11'	708
'checkpoint_12'	711
'checkpoint_13'	703
'checkpoint_14'	703
'checkpoint_15'	744
'checkpoint_16'	681
'checkpoint_17'	705
'checkpoint_18'	735
'checkpoint_19'	712
'checkpoint_20'	718
'checkpoint_21'	708
'checkpoint_22'	679
'checkpoint_23'	696
'checkpoint_24'	707
'checkpoint_25'	719
'checkpoint_26'	698
'checkpoint_27'	714
'checkpoint_28'	713
'checkpoint_29'	711
'checkpoint_30'	721
'checkpoint_31'	755
'checkpoint_32'	739
'checkpoint_33'	740
'checkpoint_34'	748
'checkpoint_35'	695
'checkpoint_36'	739
'checkpoint_37'	753
'checkpoint_38'	735
'checkpoint_39'	768
'checkpoint_40'	747
'checkpoint_41'	762
'checkpoint_42'	745
'checkpoint_43'	808
'checkpoint_44'	776
'checkpoint_45'	775
'checkpoint_46'	772
'checkpoint_47'	740
'checkpoint_48'	758
'checkpoint_49'	781

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Breakout_run_2

• Dataset size: 30.62 GiB

• Splits:

Split	Examples
'checkpoint_00'	3,426
'checkpoint_01'	2,011
'checkpoint_02'	1,437
'checkpoint_03'	1,039
'checkpoint_04'	877
'checkpoint_05'	793
'checkpoint_06'	764
'checkpoint_07'	769
'checkpoint_08'	787
'checkpoint_09'	794
'checkpoint_10'	745
'checkpoint_11'	749
'checkpoint_12'	714
'checkpoint_13'	733
'checkpoint_14'	726
'checkpoint_15'	708
'checkpoint_16'	726
'checkpoint_17'	711
'checkpoint_18'	691
'checkpoint_19'	685
'checkpoint_20'	669
'checkpoint_21'	692
'checkpoint_22'	701
'checkpoint_23'	683
'checkpoint_24'	678
'checkpoint_25'	702
'checkpoint_26'	692
'checkpoint_27'	728
'checkpoint_28'	718
'checkpoint_29'	747
'checkpoint_30'	747
'checkpoint_31'	740
'checkpoint_32'	727
'checkpoint_33'	748
'checkpoint_34'	753
'checkpoint_35'	763
'checkpoint_36'	742
'checkpoint_37'	794
'checkpoint_38'	772
'checkpoint_39'	765
'checkpoint_40'	813
'checkpoint_41'	763
'checkpoint_42'	762
'checkpoint_43'	790
'checkpoint_44'	774
'checkpoint_45'	806
'checkpoint_46'	781
'checkpoint_47'	790
'checkpoint_48'	788
'checkpoint_49'	778

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Breakout_run_3

• Dataset size: 30.65 GiB

• Splits:

Split	Examples
'checkpoint_00'	3,394
'checkpoint_01'	1,901
'checkpoint_02'	1,313
'checkpoint_03'	1,034
'checkpoint_04'	906
'checkpoint_05'	815
'checkpoint_06'	778
'checkpoint_07'	749
'checkpoint_08'	744
'checkpoint_09'	813
'checkpoint_10'	758
'checkpoint_11'	734
'checkpoint_12'	758
'checkpoint_13'	706
'checkpoint_14'	742
'checkpoint_15'	780
'checkpoint_16'	740
'checkpoint_17'	738
'checkpoint_18'	730
'checkpoint_19'	713
'checkpoint_20'	707
'checkpoint_21'	714
'checkpoint_22'	690
'checkpoint_23'	699
'checkpoint_24'	744
'checkpoint_25'	725
'checkpoint_26'	690
'checkpoint_27'	714
'checkpoint_28'	721
'checkpoint_29'	742
'checkpoint_30'	710
'checkpoint_31'	714
'checkpoint_32'	714
'checkpoint_33'	709
'checkpoint_34'	718
'checkpoint_35'	716
'checkpoint_36'	694
'checkpoint_37'	740
'checkpoint_38'	728
'checkpoint_39'	746
'checkpoint_40'	716
'checkpoint_41'	753
'checkpoint_42'	740
'checkpoint_43'	765
'checkpoint_44'	748
'checkpoint_45'	798
'checkpoint_46'	788
'checkpoint_47'	781
'checkpoint_48'	741
'checkpoint_49'	763

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Breakout_run_4

• Dataset size: 30.66 GiB

• Splits:

Split	Examples
'checkpoint_00'	3,558
'checkpoint_01'	1,782
'checkpoint_02'	1,281
'checkpoint_03'	955
'checkpoint_04'	873
'checkpoint_05'	784
'checkpoint_06'	847
'checkpoint_07'	812
'checkpoint_08'	825
'checkpoint_09'	792
'checkpoint_10'	764
'checkpoint_11'	729
'checkpoint_12'	729
'checkpoint_13'	722
'checkpoint_14'	730
'checkpoint_15'	716
'checkpoint_16'	719
'checkpoint_17'	712
'checkpoint_18'	717
'checkpoint_19'	695
'checkpoint_20'	703
'checkpoint_21'	704
'checkpoint_22'	694
'checkpoint_23'	701
'checkpoint_24'	682
'checkpoint_25'	696
'checkpoint_26'	679
'checkpoint_27'	712
'checkpoint_28'	707
'checkpoint_29'	724
'checkpoint_30'	751
'checkpoint_31'	742
'checkpoint_32'	777
'checkpoint_33'	719
'checkpoint_34'	758
'checkpoint_35'	751
'checkpoint_36'	754
'checkpoint_37'	768
'checkpoint_38'	769
'checkpoint_39'	745
'checkpoint_40'	753
'checkpoint_41'	745
'checkpoint_42'	701
'checkpoint_43'	760
'checkpoint_44'	768
'checkpoint_45'	722
'checkpoint_46'	729
'checkpoint_47'	726
'checkpoint_48'	756
'checkpoint_49'	753

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Breakout_run_5

• Dataset size: 30.71 GiB

• Splits:

Split	Examples
'checkpoint_00'	3,490
'checkpoint_01'	1,825
'checkpoint_02'	1,372
'checkpoint_03'	1,055
'checkpoint_04'	915
'checkpoint_05'	796
'checkpoint_06'	775
'checkpoint_07'	767
'checkpoint_08'	794
'checkpoint_09'	768
'checkpoint_10'	746
'checkpoint_11'	723
'checkpoint_12'	716
'checkpoint_13'	719
'checkpoint_14'	728
'checkpoint_15'	680
'checkpoint_16'	727
'checkpoint_17'	708
'checkpoint_18'	749
'checkpoint_19'	723
'checkpoint_20'	740
'checkpoint_21'	711
'checkpoint_22'	737
'checkpoint_23'	719
'checkpoint_24'	727
'checkpoint_25'	713
'checkpoint_26'	723
'checkpoint_27'	712
'checkpoint_28'	730
'checkpoint_29'	748
'checkpoint_30'	732
'checkpoint_31'	716
'checkpoint_32'	760
'checkpoint_33'	725
'checkpoint_34'	704
'checkpoint_35'	731
'checkpoint_36'	732
'checkpoint_37'	711
'checkpoint_38'	760
'checkpoint_39'	768
'checkpoint_40'	716
'checkpoint_41'	764
'checkpoint_42'	717
'checkpoint_43'	700
'checkpoint_44'	724
'checkpoint_45'	740
'checkpoint_46'	751
'checkpoint_47'	744
'checkpoint_48'	729
'checkpoint_49'	743

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Carnival_run_1

• Dataset size: 33.58 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,949
'checkpoint_01'	1,435
'checkpoint_02'	1,159
'checkpoint_03'	1,086
'checkpoint_04'	1,147
'checkpoint_05'	1,200
'checkpoint_06'	1,454
'checkpoint_07'	1,955
'checkpoint_08'	2,812
'checkpoint_09'	4,007
'checkpoint_10'	4,482
'checkpoint_11'	4,673
'checkpoint_12'	4,840
'checkpoint_13'	4,947
'checkpoint_14'	5,033
'checkpoint_15'	5,182
'checkpoint_16'	5,228
'checkpoint_17'	5,253
'checkpoint_18'	5,283
'checkpoint_19'	5,243
'checkpoint_20'	5,215
'checkpoint_21'	5,216
'checkpoint_22'	5,177
'checkpoint_23'	5,210
'checkpoint_24'	5,148
'checkpoint_25'	5,166
'checkpoint_26'	5,161
'checkpoint_27'	5,122
'checkpoint_28'	5,153
'checkpoint_29'	5,154
'checkpoint_30'	5,181
'checkpoint_31'	5,189
'checkpoint_32'	5,201
'checkpoint_33'	5,178
'checkpoint_34'	5,191
'checkpoint_35'	5,179
'checkpoint_36'	5,177
'checkpoint_37'	5,192
'checkpoint_38'	5,175
'checkpoint_39'	5,196
'checkpoint_40'	5,200
'checkpoint_41'	5,193
'checkpoint_42'	5,169
'checkpoint_43'	5,198
'checkpoint_44'	5,203
'checkpoint_45'	5,173
'checkpoint_46'	5,158
'checkpoint_47'	5,139
'checkpoint_48'	5,144

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Carnival_run_2

• Dataset size: 33.69 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,975
'checkpoint_01'	1,446
'checkpoint_02'	1,133
'checkpoint_03'	1,111
'checkpoint_04'	1,259
'checkpoint_05'	1,573
'checkpoint_06'	2,039
'checkpoint_07'	2,868
'checkpoint_08'	3,877
'checkpoint_09'	4,337
'checkpoint_10'	4,576
'checkpoint_11'	4,823
'checkpoint_12'	4,934
'checkpoint_13'	5,037
'checkpoint_14'	5,077
'checkpoint_15'	5,152
'checkpoint_16'	5,181
'checkpoint_17'	5,192
'checkpoint_18'	5,203
'checkpoint_19'	5,197
'checkpoint_20'	5,191
'checkpoint_21'	5,194
'checkpoint_22'	5,223
'checkpoint_23'	5,252
'checkpoint_24'	5,242
'checkpoint_25'	5,248
'checkpoint_26'	5,206
'checkpoint_27'	5,190
'checkpoint_28'	5,215
'checkpoint_29'	5,203
'checkpoint_30'	5,224
'checkpoint_31'	5,188
'checkpoint_32'	5,198
'checkpoint_33'	5,180
'checkpoint_34'	5,170
'checkpoint_35'	5,163
'checkpoint_36'	5,207
'checkpoint_37'	5,211
'checkpoint_38'	5,156
'checkpoint_39'	5,146
'checkpoint_40'	5,123
'checkpoint_41'	5,131
'checkpoint_42'	5,134
'checkpoint_43'	5,141
'checkpoint_44'	5,172
'checkpoint_45'	5,146
'checkpoint_46'	5,118
'checkpoint_47'	5,123
'checkpoint_48'	5,136

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Carnival_run_3

• Dataset size: 33.59 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,954
'checkpoint_01'	1,455
'checkpoint_02'	1,093
'checkpoint_03'	1,137
'checkpoint_04'	1,350
'checkpoint_05'	1,556
'checkpoint_06'	2,157
'checkpoint_07'	3,252
'checkpoint_08'	4,124
'checkpoint_09'	4,404
'checkpoint_10'	4,635
'checkpoint_11'	4,845
'checkpoint_12'	4,962
'checkpoint_13'	5,079
'checkpoint_14'	5,131
'checkpoint_15'	5,172
'checkpoint_16'	5,200
'checkpoint_17'	5,248
'checkpoint_18'	5,257
'checkpoint_19'	5,236
'checkpoint_20'	5,255
'checkpoint_21'	5,221
'checkpoint_22'	5,227
'checkpoint_23'	5,244
'checkpoint_24'	5,253
'checkpoint_25'	5,228
'checkpoint_26'	5,246
'checkpoint_27'	5,250
'checkpoint_28'	5,260
'checkpoint_29'	5,232
'checkpoint_30'	5,236
'checkpoint_31'	5,229
'checkpoint_32'	5,216
'checkpoint_33'	5,193
'checkpoint_34'	5,223
'checkpoint_35'	5,226
'checkpoint_36'	5,208
'checkpoint_37'	5,204
'checkpoint_38'	5,206
'checkpoint_39'	5,177
'checkpoint_40'	5,200
'checkpoint_41'	5,200
'checkpoint_42'	5,156
'checkpoint_43'	5,142
'checkpoint_44'	5,098
'checkpoint_45'	5,118
'checkpoint_46'	5,129
'checkpoint_47'	5,183
'checkpoint_48'	5,162

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Carnival_run_4

• Dataset size: 33.60 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,940
'checkpoint_01'	1,471
'checkpoint_02'	1,087
'checkpoint_03'	1,047
'checkpoint_04'	1,062
'checkpoint_05'	1,283
'checkpoint_06'	1,687
'checkpoint_07'	2,217
'checkpoint_08'	2,865
'checkpoint_09'	3,557
'checkpoint_10'	4,211
'checkpoint_11'	4,503
'checkpoint_12'	4,644
'checkpoint_13'	4,793
'checkpoint_14'	4,931
'checkpoint_15'	5,009
'checkpoint_16'	5,064
'checkpoint_17'	5,097
'checkpoint_18'	5,138
'checkpoint_19'	5,159
'checkpoint_20'	5,202
'checkpoint_21'	5,212
'checkpoint_22'	5,206
'checkpoint_23'	5,228
'checkpoint_24'	5,241
'checkpoint_25'	5,238
'checkpoint_26'	5,249
'checkpoint_27'	5,223
'checkpoint_28'	5,245
'checkpoint_29'	5,240
'checkpoint_30'	5,214
'checkpoint_31'	5,238
'checkpoint_32'	5,272
'checkpoint_33'	5,275
'checkpoint_34'	5,219
'checkpoint_35'	5,255
'checkpoint_36'	5,257
'checkpoint_37'	5,269
'checkpoint_38'	5,282
'checkpoint_39'	5,271
'checkpoint_40'	5,252
'checkpoint_41'	5,240
'checkpoint_42'	5,227
'checkpoint_43'	5,238
'checkpoint_44'	5,226
'checkpoint_45'	5,209
'checkpoint_46'	5,197
'checkpoint_47'	5,204
'checkpoint_48'	5,213

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Carnival_run_5

• Dataset size: 34.51 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,956
'checkpoint_01'	1,410
'checkpoint_02'	1,151
'checkpoint_03'	1,092
'checkpoint_04'	1,133
'checkpoint_05'	1,429
'checkpoint_06'	1,606
'checkpoint_07'	1,868
'checkpoint_08'	2,262
'checkpoint_09'	2,723
'checkpoint_10'	3,540
'checkpoint_11'	4,137
'checkpoint_12'	4,402
'checkpoint_13'	4,597
'checkpoint_14'	4,771
'checkpoint_15'	4,912
'checkpoint_16'	5,067
'checkpoint_17'	5,211
'checkpoint_18'	5,246
'checkpoint_19'	5,292
'checkpoint_20'	5,290
'checkpoint_21'	5,278
'checkpoint_22'	5,314
'checkpoint_23'	5,319
'checkpoint_24'	5,304
'checkpoint_25'	5,385
'checkpoint_26'	5,359
'checkpoint_27'	5,368
'checkpoint_28'	5,369
'checkpoint_29'	5,358
'checkpoint_30'	5,312
'checkpoint_31'	5,298
'checkpoint_32'	5,321
'checkpoint_33'	5,325
'checkpoint_34'	5,337
'checkpoint_35'	5,326
'checkpoint_36'	5,322
'checkpoint_37'	5,348
'checkpoint_38'	5,343
'checkpoint_39'	5,334
'checkpoint_40'	5,324
'checkpoint_41'	5,316
'checkpoint_42'	5,324
'checkpoint_43'	5,329
'checkpoint_44'	5,344
'checkpoint_45'	5,328
'checkpoint_46'	5,339
'checkpoint_47'	5,357
'checkpoint_48'	5,352

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Centipede_run_1

• Dataset size: 35.78 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,431
'checkpoint_01'	1,530
'checkpoint_02'	1,618
'checkpoint_03'	1,859
'checkpoint_04'	1,796
'checkpoint_05'	1,722
'checkpoint_06'	2,278
'checkpoint_07'	2,416
'checkpoint_08'	2,430
'checkpoint_09'	2,396
'checkpoint_10'	2,203
'checkpoint_11'	2,130
'checkpoint_12'	2,156
'checkpoint_13'	2,181
'checkpoint_14'	2,206
'checkpoint_15'	2,169
'checkpoint_16'	2,197
'checkpoint_17'	2,232
'checkpoint_18'	2,247
'checkpoint_19'	2,112
'checkpoint_20'	2,078
'checkpoint_21'	1,982
'checkpoint_22'	1,958
'checkpoint_23'	1,916
'checkpoint_24'	1,854
'checkpoint_25'	1,814
'checkpoint_26'	1,790
'checkpoint_27'	1,793
'checkpoint_28'	1,744
'checkpoint_29'	1,754
'checkpoint_30'	1,705
'checkpoint_31'	1,722
'checkpoint_32'	1,746
'checkpoint_33'	1,745
'checkpoint_34'	1,712
'checkpoint_35'	1,714
'checkpoint_36'	1,695
'checkpoint_37'	1,716
'checkpoint_38'	1,720
'checkpoint_39'	1,722
'checkpoint_40'	1,724
'checkpoint_41'	1,714
'checkpoint_42'	1,728
'checkpoint_43'	1,728
'checkpoint_44'	1,707
'checkpoint_45'	1,711
'checkpoint_46'	1,719
'checkpoint_47'	1,712
'checkpoint_48'	1,722
'checkpoint_49'	1,715

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Centipede_run_2

• Dataset size: 35.67 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,407
'checkpoint_01'	1,510
'checkpoint_02'	1,643
'checkpoint_03'	1,797
'checkpoint_04'	1,842
'checkpoint_05'	1,937
'checkpoint_06'	2,002
'checkpoint_07'	2,428
'checkpoint_08'	2,702
'checkpoint_09'	2,639
'checkpoint_10'	2,472
'checkpoint_11'	2,270
'checkpoint_12'	2,331
'checkpoint_13'	2,305
'checkpoint_14'	2,240
'checkpoint_15'	2,166
'checkpoint_16'	2,118
'checkpoint_17'	2,127
'checkpoint_18'	2,172
'checkpoint_19'	2,191
'checkpoint_20'	2,156
'checkpoint_21'	2,187
'checkpoint_22'	2,153
'checkpoint_23'	2,193
'checkpoint_24'	2,178
'checkpoint_25'	2,166
'checkpoint_26'	2,147
'checkpoint_27'	2,151
'checkpoint_28'	2,123
'checkpoint_29'	2,090
'checkpoint_30'	2,089
'checkpoint_31'	2,099
'checkpoint_32'	2,078
'checkpoint_33'	2,063
'checkpoint_34'	2,114
'checkpoint_35'	2,092
'checkpoint_36'	2,123
'checkpoint_37'	2,119
'checkpoint_38'	2,129
'checkpoint_39'	2,068
'checkpoint_40'	2,057
'checkpoint_41'	2,054
'checkpoint_42'	2,078
'checkpoint_43'	2,039
'checkpoint_44'	2,097
'checkpoint_45'	2,012
'checkpoint_46'	2,050
'checkpoint_47'	2,098
'checkpoint_48'	2,067
'checkpoint_49'	2,061

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Centipede_run_3

• Dataset size: 35.68 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,377
'checkpoint_01'	1,478
'checkpoint_02'	1,478
'checkpoint_03'	1,653
'checkpoint_04'	1,884
'checkpoint_05'	1,911
'checkpoint_06'	2,399
'checkpoint_07'	2,939
'checkpoint_08'	2,842
'checkpoint_09'	2,195
'checkpoint_10'	2,051
'checkpoint_11'	1,999
'checkpoint_12'	1,990
'checkpoint_13'	2,108
'checkpoint_14'	2,117
'checkpoint_15'	2,162
'checkpoint_16'	2,205
'checkpoint_17'	2,249
'checkpoint_18'	2,444
'checkpoint_19'	2,452
'checkpoint_20'	2,408
'checkpoint_21'	2,393
'checkpoint_22'	2,262
'checkpoint_23'	2,187
'checkpoint_24'	2,129
'checkpoint_25'	2,214
'checkpoint_26'	2,198
'checkpoint_27'	2,162
'checkpoint_28'	2,193
'checkpoint_29'	2,224
'checkpoint_30'	2,180
'checkpoint_31'	2,164
'checkpoint_32'	2,182
'checkpoint_33'	2,145
'checkpoint_34'	2,185
'checkpoint_35'	2,158
'checkpoint_36'	2,169
'checkpoint_37'	2,175
'checkpoint_38'	2,142
'checkpoint_39'	2,158
'checkpoint_40'	2,136
'checkpoint_41'	2,079
'checkpoint_42'	2,083
'checkpoint_43'	2,039
'checkpoint_44'	2,036
'checkpoint_45'	1,903
'checkpoint_46'	1,873
'checkpoint_47'	1,902
'checkpoint_48'	1,979
'checkpoint_49'	1,974

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Centipede_run_4

• Dataset size: 35.94 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,415
'checkpoint_01'	1,597
'checkpoint_02'	1,840
'checkpoint_03'	1,743
'checkpoint_04'	1,698
'checkpoint_05'	1,909
'checkpoint_06'	1,909
'checkpoint_07'	1,929
'checkpoint_08'	1,983
'checkpoint_09'	2,111
'checkpoint_10'	2,071
'checkpoint_11'	2,105
'checkpoint_12'	2,108
'checkpoint_13'	2,135
'checkpoint_14'	2,137
'checkpoint_15'	2,101
'checkpoint_16'	2,158
'checkpoint_17'	2,174
'checkpoint_18'	2,180
'checkpoint_19'	2,097
'checkpoint_20'	2,090
'checkpoint_21'	2,078
'checkpoint_22'	2,053
'checkpoint_23'	2,068
'checkpoint_24'	2,080
'checkpoint_25'	2,051
'checkpoint_26'	2,096
'checkpoint_27'	2,014
'checkpoint_28'	2,001
'checkpoint_29'	2,008
'checkpoint_30'	1,982
'checkpoint_31'	1,975
'checkpoint_32'	2,010
'checkpoint_33'	1,965
'checkpoint_34'	2,010
'checkpoint_35'	2,031
'checkpoint_36'	2,029
'checkpoint_37'	2,016
'checkpoint_38'	1,998
'checkpoint_39'	1,978
'checkpoint_40'	1,989
'checkpoint_41'	1,946
'checkpoint_42'	2,016
'checkpoint_43'	1,974
'checkpoint_44'	2,012
'checkpoint_45'	1,996
'checkpoint_46'	1,942
'checkpoint_47'	1,961
'checkpoint_48'	1,954
'checkpoint_49'	1,952

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Centipede_run_5

• Dataset size: 35.95 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,391
'checkpoint_01'	1,453
'checkpoint_02'	1,508
'checkpoint_03'	1,794
'checkpoint_04'	1,656
'checkpoint_05'	1,623
'checkpoint_06'	1,836
'checkpoint_07'	1,834
'checkpoint_08'	1,827
'checkpoint_09'	1,814
'checkpoint_10'	1,811
'checkpoint_11'	1,721
'checkpoint_12'	1,749
'checkpoint_13'	1,709
'checkpoint_14'	1,729
'checkpoint_15'	1,778
'checkpoint_16'	1,756
'checkpoint_17'	1,732
'checkpoint_18'	1,746
'checkpoint_19'	1,732
'checkpoint_20'	1,736
'checkpoint_21'	1,757
'checkpoint_22'	1,785
'checkpoint_23'	1,762
'checkpoint_24'	1,769
'checkpoint_25'	1,741
'checkpoint_26'	1,786
'checkpoint_27'	1,766
'checkpoint_28'	1,759
'checkpoint_29'	1,762
'checkpoint_30'	1,789
'checkpoint_31'	1,755
'checkpoint_32'	1,719
'checkpoint_33'	1,719
'checkpoint_34'	1,717
'checkpoint_35'	1,717
'checkpoint_36'	1,734
'checkpoint_37'	1,723
'checkpoint_38'	1,763
'checkpoint_39'	1,737
'checkpoint_40'	1,752
'checkpoint_41'	1,747
'checkpoint_42'	1,744
'checkpoint_43'	1,721
'checkpoint_44'	1,747
'checkpoint_45'	1,773
'checkpoint_46'	1,708
'checkpoint_47'	1,730
'checkpoint_48'	1,721
'checkpoint_49'	1,731

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/ChopperCommand_run_1

• Dataset size: 40.01 GiB

• Splits:

Split	Examples
'checkpoint_00'	2,212
'checkpoint_01'	1,807
'checkpoint_02'	1,831
'checkpoint_03'	1,513
'checkpoint_04'	1,364
'checkpoint_05'	1,278
'checkpoint_06'	1,244
'checkpoint_07'	1,256
'checkpoint_08'	1,369
'checkpoint_09'	1,254
'checkpoint_10'	1,242
'checkpoint_11'	1,324
'checkpoint_12'	1,321
'checkpoint_13'	1,239
'checkpoint_14'	1,304
'checkpoint_15'	1,231
'checkpoint_16'	1,307
'checkpoint_17'	1,233
'checkpoint_18'	1,343
'checkpoint_19'	1,366
'checkpoint_20'	1,407
'checkpoint_21'	1,415
'checkpoint_22'	1,444
'checkpoint_23'	1,480
'checkpoint_24'	1,414
'checkpoint_25'	1,459
'checkpoint_26'	1,479
'checkpoint_27'	1,536
'checkpoint_28'	1,448
'checkpoint_29'	1,363
'checkpoint_30'	1,406
'checkpoint_31'	1,298
'checkpoint_32'	1,340
'checkpoint_33'	1,381
'checkpoint_34'	1,312
'checkpoint_35'	1,268
'checkpoint_36'	1,331
'checkpoint_37'	1,329
'checkpoint_38'	1,362
'checkpoint_39'	1,332
'checkpoint_40'	1,297
'checkpoint_41'	1,402
'checkpoint_42'	1,358
'checkpoint_43'	1,285
'checkpoint_44'	1,319
'checkpoint_45'	1,335
'checkpoint_46'	1,401
'checkpoint_47'	1,349
'checkpoint_48'	1,327
'checkpoint_49'	1,343

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/ChopperCommand_run_2

• Dataset size: 40.16 GiB

• Splits:

Split	Examples
'checkpoint_00'	2,139
'checkpoint_01'	1,802
'checkpoint_02'	1,703
'checkpoint_03'	1,606
'checkpoint_04'	1,366
'checkpoint_05'	1,125
'checkpoint_06'	982
'checkpoint_07'	1,117
'checkpoint_08'	1,113
'checkpoint_09'	1,303
'checkpoint_10'	1,257
'checkpoint_11'	1,273
'checkpoint_12'	1,275
'checkpoint_13'	1,255
'checkpoint_14'	1,340
'checkpoint_15'	1,359
'checkpoint_16'	1,254
'checkpoint_17'	1,267
'checkpoint_18'	1,238
'checkpoint_19'	1,299
'checkpoint_20'	1,264
'checkpoint_21'	1,230
'checkpoint_22'	1,201
'checkpoint_23'	1,227
'checkpoint_24'	1,149
'checkpoint_25'	1,227
'checkpoint_26'	1,353
'checkpoint_27'	1,262
'checkpoint_28'	1,289
'checkpoint_29'	1,332
'checkpoint_30'	1,311
'checkpoint_31'	1,319
'checkpoint_32'	1,347
'checkpoint_33'	1,395
'checkpoint_34'	1,341
'checkpoint_35'	1,341
'checkpoint_36'	1,417
'checkpoint_37'	1,382
'checkpoint_38'	1,344
'checkpoint_39'	1,368
'checkpoint_40'	1,370
'checkpoint_41'	1,356
'checkpoint_42'	1,351
'checkpoint_43'	1,321
'checkpoint_44'	1,332
'checkpoint_45'	1,353
'checkpoint_46'	1,320
'checkpoint_47'	1,296
'checkpoint_48'	1,296
'checkpoint_49'	1,271

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/ChopperCommand_run_3

• Dataset size: 40.16 GiB

• Splits:

Split	Examples
'checkpoint_00'	2,194
'checkpoint_01'	1,921
'checkpoint_02'	1,807
'checkpoint_03'	1,538
'checkpoint_04'	1,255
'checkpoint_05'	1,202
'checkpoint_06'	1,127
'checkpoint_07'	1,297
'checkpoint_08'	1,208
'checkpoint_09'	1,165
'checkpoint_10'	1,071
'checkpoint_11'	1,196
'checkpoint_12'	1,324
'checkpoint_13'	1,339
'checkpoint_14'	1,399
'checkpoint_15'	1,374
'checkpoint_16'	1,348
'checkpoint_17'	1,357
'checkpoint_18'	1,336
'checkpoint_19'	1,457
'checkpoint_20'	1,449
'checkpoint_21'	1,452
'checkpoint_22'	1,275
'checkpoint_23'	1,340
'checkpoint_24'	1,393
'checkpoint_25'	1,385
'checkpoint_26'	1,310
'checkpoint_27'	1,296
'checkpoint_28'	1,246
'checkpoint_29'	1,328
'checkpoint_30'	1,388
'checkpoint_31'	1,377
'checkpoint_32'	1,325
'checkpoint_33'	1,295
'checkpoint_34'	1,298
'checkpoint_35'	1,314
'checkpoint_36'	1,410
'checkpoint_37'	1,276
'checkpoint_38'	1,358
'checkpoint_39'	1,423
'checkpoint_40'	1,341
'checkpoint_41'	1,381
'checkpoint_42'	1,305
'checkpoint_43'	1,333
'checkpoint_44'	1,249
'checkpoint_45'	1,175
'checkpoint_46'	1,280
'checkpoint_47'	1,444
'checkpoint_48'	1,367
'checkpoint_49'	1,345

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/ChopperCommand_run_4

• Dataset size: 40.24 GiB

• Splits:

Split	Examples
'checkpoint_00'	2,228
'checkpoint_01'	1,798
'checkpoint_02'	1,842
'checkpoint_03'	1,606
'checkpoint_04'	1,331
'checkpoint_05'	1,303
'checkpoint_06'	1,225
'checkpoint_07'	1,253
'checkpoint_08'	1,069
'checkpoint_09'	1,178
'checkpoint_10'	1,264
'checkpoint_11'	1,324
'checkpoint_12'	1,313
'checkpoint_13'	1,345
'checkpoint_14'	1,333
'checkpoint_15'	1,419
'checkpoint_16'	1,296
'checkpoint_17'	1,378
'checkpoint_18'	1,431
'checkpoint_19'	1,503
'checkpoint_20'	1,431
'checkpoint_21'	1,380
'checkpoint_22'	1,467
'checkpoint_23'	1,349
'checkpoint_24'	1,335
'checkpoint_25'	1,272
'checkpoint_26'	1,280
'checkpoint_27'	1,265
'checkpoint_28'	1,309
'checkpoint_29'	1,330
'checkpoint_30'	1,205
'checkpoint_31'	1,269
'checkpoint_32'	1,201
'checkpoint_33'	1,248
'checkpoint_34'	1,271
'checkpoint_35'	1,262
'checkpoint_36'	1,268
'checkpoint_37'	1,262
'checkpoint_38'	1,277
'checkpoint_39'	1,294
'checkpoint_40'	1,243
'checkpoint_41'	1,215
'checkpoint_42'	1,343
'checkpoint_43'	1,290
'checkpoint_44'	1,351
'checkpoint_45'	1,371
'checkpoint_46'	1,413
'checkpoint_47'	1,387
'checkpoint_48'	1,300
'checkpoint_49'	1,358

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/ChopperCommand_run_5

• Dataset size: 40.33 GiB

• Splits:

Split	Examples
'checkpoint_00'	2,184
'checkpoint_01'	1,852
'checkpoint_02'	1,766
'checkpoint_03'	1,525
'checkpoint_04'	1,298
'checkpoint_05'	1,142
'checkpoint_06'	1,094
'checkpoint_07'	1,252
'checkpoint_08'	1,290
'checkpoint_09'	1,284
'checkpoint_10'	1,254
'checkpoint_11'	1,229
'checkpoint_12'	1,168
'checkpoint_13'	1,295
'checkpoint_14'	1,334
'checkpoint_15'	1,373
'checkpoint_16'	1,326
'checkpoint_17'	1,313
'checkpoint_18'	1,247
'checkpoint_19'	1,308
'checkpoint_20'	1,314
'checkpoint_21'	1,347
'checkpoint_22'	1,327
'checkpoint_23'	1,432
'checkpoint_24'	1,403
'checkpoint_25'	1,420
'checkpoint_26'	1,288
'checkpoint_27'	1,291
'checkpoint_28'	1,318
'checkpoint_29'	1,361
'checkpoint_30'	1,330
'checkpoint_31'	1,202
'checkpoint_32'	1,282
'checkpoint_33'	1,234
'checkpoint_34'	1,358
'checkpoint_35'	1,132
'checkpoint_36'	1,306
'checkpoint_37'	1,249
'checkpoint_38'	1,356
'checkpoint_39'	1,394
'checkpoint_40'	1,350
'checkpoint_41'	1,293
'checkpoint_42'	1,312
'checkpoint_43'	1,343
'checkpoint_44'	1,443
'checkpoint_45'	1,340
'checkpoint_46'	1,338
'checkpoint_47'	1,385
'checkpoint_48'	1,417
'checkpoint_49'	1,339

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/CrazyClimber_run_1

• Dataset size: 51.22 GiB

• Splits:

Split	Examples
'checkpoint_00'	295
'checkpoint_01'	282
'checkpoint_02'	250
'checkpoint_03'	223
'checkpoint_04'	222
'checkpoint_05'	249
'checkpoint_06'	241
'checkpoint_07'	258
'checkpoint_08'	250
'checkpoint_09'	252
'checkpoint_10'	252
'checkpoint_11'	257
'checkpoint_12'	252
'checkpoint_13'	251
'checkpoint_14'	254
'checkpoint_15'	248
'checkpoint_16'	252
'checkpoint_17'	251
'checkpoint_18'	255
'checkpoint_19'	239
'checkpoint_20'	240
'checkpoint_21'	241
'checkpoint_22'	250
'checkpoint_23'	244
'checkpoint_24'	248
'checkpoint_25'	242
'checkpoint_26'	246
'checkpoint_27'	252
'checkpoint_28'	249
'checkpoint_29'	248
'checkpoint_30'	252
'checkpoint_31'	247
'checkpoint_32'	249
'checkpoint_33'	247
'checkpoint_34'	248
'checkpoint_35'	249
'checkpoint_36'	253
'checkpoint_37'	251
'checkpoint_38'	253
'checkpoint_39'	252
'checkpoint_40'	252
'checkpoint_41'	254
'checkpoint_42'	260
'checkpoint_43'	254
'checkpoint_44'	256
'checkpoint_45'	255
'checkpoint_46'	252
'checkpoint_47'	259
'checkpoint_48'	258
'checkpoint_49'	253

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/CrazyClimber_run_2

• Dataset size: 51.68 GiB

• Splits:

Split	Examples
'checkpoint_00'	319
'checkpoint_01'	297
'checkpoint_02'	277
'checkpoint_03'	273
'checkpoint_04'	267
'checkpoint_05'	260
'checkpoint_06'	255
'checkpoint_07'	249
'checkpoint_08'	248
'checkpoint_09'	250
'checkpoint_10'	255
'checkpoint_11'	243
'checkpoint_12'	252
'checkpoint_13'	256
'checkpoint_14'	255
'checkpoint_15'	252
'checkpoint_16'	254
'checkpoint_17'	250
'checkpoint_18'	254
'checkpoint_19'	259
'checkpoint_20'	252
'checkpoint_21'	252
'checkpoint_22'	248
'checkpoint_23'	250
'checkpoint_24'	244
'checkpoint_25'	252
'checkpoint_26'	250
'checkpoint_27'	254
'checkpoint_28'	255
'checkpoint_29'	257
'checkpoint_30'	252
'checkpoint_31'	256
'checkpoint_32'	250
'checkpoint_33'	253
'checkpoint_34'	256
'checkpoint_35'	256
'checkpoint_36'	254
'checkpoint_37'	251
'checkpoint_38'	253
'checkpoint_39'	254
'checkpoint_40'	251
'checkpoint_41'	256
'checkpoint_42'	253
'checkpoint_43'	251
'checkpoint_44'	266
'checkpoint_45'	258
'checkpoint_46'	258
'checkpoint_47'	255
'checkpoint_48'	249
'checkpoint_49'	262

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/CrazyClimber_run_3

• Dataset size: 51.19 GiB

• Splits:

Split	Examples
'checkpoint_00'	299
'checkpoint_01'	309
'checkpoint_02'	281
'checkpoint_03'	269
'checkpoint_04'	263
'checkpoint_05'	268
'checkpoint_06'	267
'checkpoint_07'	249
'checkpoint_08'	224
'checkpoint_09'	257
'checkpoint_10'	248
'checkpoint_11'	241
'checkpoint_12'	248
'checkpoint_13'	236
'checkpoint_14'	250
'checkpoint_15'	236
'checkpoint_16'	249
'checkpoint_17'	240
'checkpoint_18'	247
'checkpoint_19'	234
'checkpoint_20'	246
'checkpoint_21'	252
'checkpoint_22'	250
'checkpoint_23'	249
'checkpoint_24'	253
'checkpoint_25'	241
'checkpoint_26'	249
'checkpoint_27'	247
'checkpoint_28'	248
'checkpoint_29'	254
'checkpoint_30'	247
'checkpoint_31'	247
'checkpoint_32'	247
'checkpoint_33'	251
'checkpoint_34'	253
'checkpoint_35'	244
'checkpoint_36'	248
'checkpoint_37'	246
'checkpoint_38'	251
'checkpoint_39'	247
'checkpoint_40'	246
'checkpoint_41'	247
'checkpoint_42'	250
'checkpoint_43'	249
'checkpoint_44'	250
'checkpoint_45'	246
'checkpoint_46'	256
'checkpoint_47'	253
'checkpoint_48'	252
'checkpoint_49'	253

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/CrazyClimber_run_4

• Dataset size: 51.11 GiB

• Splits:

Split	Examples
'checkpoint_00'	296
'checkpoint_01'	300
'checkpoint_02'	281
'checkpoint_03'	272
'checkpoint_04'	264
'checkpoint_05'	247
'checkpoint_06'	242
'checkpoint_07'	252
'checkpoint_08'	248
'checkpoint_09'	255
'checkpoint_10'	248
'checkpoint_11'	244
'checkpoint_12'	239
'checkpoint_13'	242
'checkpoint_14'	232
'checkpoint_15'	250
'checkpoint_16'	242
'checkpoint_17'	245
'checkpoint_18'	243
'checkpoint_19'	249
'checkpoint_20'	247
'checkpoint_21'	256
'checkpoint_22'	254
'checkpoint_23'	251
'checkpoint_24'	252
'checkpoint_25'	250
'checkpoint_26'	244
'checkpoint_27'	247
'checkpoint_28'	236
'checkpoint_29'	236
'checkpoint_30'	243
'checkpoint_31'	253
'checkpoint_32'	247
'checkpoint_33'	243
'checkpoint_34'	239
'checkpoint_35'	221
'checkpoint_36'	252
'checkpoint_37'	249
'checkpoint_38'	216
'checkpoint_39'	193
'checkpoint_40'	245
'checkpoint_41'	249
'checkpoint_42'	248
'checkpoint_43'	253
'checkpoint_44'	243
'checkpoint_45'	252
'checkpoint_46'	255
'checkpoint_47'	254
'checkpoint_48'	248
'checkpoint_49'	247

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/CrazyClimber_run_5

• Dataset size: 51.30 GiB

• Splits:

Split	Examples
'checkpoint_00'	290
'checkpoint_01'	271
'checkpoint_02'	235
'checkpoint_03'	249
'checkpoint_04'	245
'checkpoint_05'	245
'checkpoint_06'	246
'checkpoint_07'	238
'checkpoint_08'	233
'checkpoint_09'	243
'checkpoint_10'	241
'checkpoint_11'	240
'checkpoint_12'	244
'checkpoint_13'	241
'checkpoint_14'	246
'checkpoint_15'	245
'checkpoint_16'	250
'checkpoint_17'	249
'checkpoint_18'	252
'checkpoint_19'	244
'checkpoint_20'	250
'checkpoint_21'	245
'checkpoint_22'	253
'checkpoint_23'	254
'checkpoint_24'	254
'checkpoint_25'	253
'checkpoint_26'	252
'checkpoint_27'	246
'checkpoint_28'	243
'checkpoint_29'	252
'checkpoint_30'	245
'checkpoint_31'	247
'checkpoint_32'	248
'checkpoint_33'	248
'checkpoint_34'	251
'checkpoint_35'	251
'checkpoint_36'	254
'checkpoint_37'	252
'checkpoint_38'	253
'checkpoint_39'	251
'checkpoint_40'	253
'checkpoint_41'	256
'checkpoint_42'	249
'checkpoint_43'	254
'checkpoint_44'	254
'checkpoint_45'	254
'checkpoint_46'	251
'checkpoint_47'	251
'checkpoint_48'	253
'checkpoint_49'	255

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/DemonAttack_run_1

• Dataset size: 24.09 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,218
'checkpoint_01'	625
'checkpoint_02'	550
'checkpoint_03'	429
'checkpoint_04'	462
'checkpoint_05'	458
'checkpoint_06'	427
'checkpoint_07'	443
'checkpoint_08'	419
'checkpoint_09'	420
'checkpoint_10'	442
'checkpoint_11'	447
'checkpoint_12'	449
'checkpoint_13'	501
'checkpoint_14'	449
'checkpoint_15'	438
'checkpoint_16'	444
'checkpoint_17'	417
'checkpoint_18'	406
'checkpoint_19'	451
'checkpoint_20'	455
'checkpoint_21'	442
'checkpoint_22'	394
'checkpoint_23'	397
'checkpoint_24'	408
'checkpoint_25'	418
'checkpoint_26'	425
'checkpoint_27'	430
'checkpoint_28'	426
'checkpoint_29'	408
'checkpoint_30'	405
'checkpoint_31'	443
'checkpoint_32'	420
'checkpoint_33'	435
'checkpoint_34'	445
'checkpoint_35'	425
'checkpoint_36'	433
'checkpoint_37'	440
'checkpoint_38'	395
'checkpoint_39'	392
'checkpoint_40'	421
'checkpoint_41'	385
'checkpoint_42'	386
'checkpoint_43'	432
'checkpoint_44'	422
'checkpoint_45'	393
'checkpoint_46'	424
'checkpoint_47'	412
'checkpoint_48'	419
'checkpoint_49'	413

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/DemonAttack_run_2

• Dataset size: 24.23 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,203
'checkpoint_01'	556
'checkpoint_02'	520
'checkpoint_03'	456
'checkpoint_04'	455
'checkpoint_05'	447
'checkpoint_06'	424
'checkpoint_07'	412
'checkpoint_08'	438
'checkpoint_09'	441
'checkpoint_10'	471
'checkpoint_11'	434
'checkpoint_12'	461
'checkpoint_13'	433
'checkpoint_14'	433
'checkpoint_15'	436
'checkpoint_16'	420
'checkpoint_17'	397
'checkpoint_18'	374
'checkpoint_19'	374
'checkpoint_20'	344
'checkpoint_21'	357
'checkpoint_22'	371
'checkpoint_23'	357
'checkpoint_24'	392
'checkpoint_25'	383
'checkpoint_26'	370
'checkpoint_27'	344
'checkpoint_28'	342
'checkpoint_29'	359
'checkpoint_30'	360
'checkpoint_31'	328
'checkpoint_32'	345
'checkpoint_33'	336
'checkpoint_34'	355
'checkpoint_35'	342
'checkpoint_36'	351
'checkpoint_37'	326
'checkpoint_38'	338
'checkpoint_39'	325
'checkpoint_40'	310
'checkpoint_41'	344
'checkpoint_42'	326
'checkpoint_43'	322
'checkpoint_44'	314
'checkpoint_45'	315
'checkpoint_46'	313
'checkpoint_47'	311
'checkpoint_48'	302
'checkpoint_49'	303

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/DemonAttack_run_3

• Dataset size: 24.22 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,265
'checkpoint_01'	596
'checkpoint_02'	437
'checkpoint_03'	406
'checkpoint_04'	399
'checkpoint_05'	449
'checkpoint_06'	427
'checkpoint_07'	423
'checkpoint_08'	424
'checkpoint_09'	434
'checkpoint_10'	401
'checkpoint_11'	438
'checkpoint_12'	375
'checkpoint_13'	447
'checkpoint_14'	423
'checkpoint_15'	415
'checkpoint_16'	431
'checkpoint_17'	408
'checkpoint_18'	407
'checkpoint_19'	397
'checkpoint_20'	383
'checkpoint_21'	399
'checkpoint_22'	365
'checkpoint_23'	380
'checkpoint_24'	390
'checkpoint_25'	380
'checkpoint_26'	381
'checkpoint_27'	372
'checkpoint_28'	366
'checkpoint_29'	354
'checkpoint_30'	337
'checkpoint_31'	341
'checkpoint_32'	337
'checkpoint_33'	348
'checkpoint_34'	344
'checkpoint_35'	343
'checkpoint_36'	353
'checkpoint_37'	338
'checkpoint_38'	324
'checkpoint_39'	329
'checkpoint_40'	317
'checkpoint_41'	318
'checkpoint_42'	315
'checkpoint_43'	329
'checkpoint_44'	329
'checkpoint_45'	334
'checkpoint_46'	335
'checkpoint_47'	329
'checkpoint_48'	331
'checkpoint_49'	314

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/DemonAttack_run_4

• Dataset size: 24.02 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,213
'checkpoint_01'	678
'checkpoint_02'	538
'checkpoint_03'	494
'checkpoint_04'	393
'checkpoint_05'	469
'checkpoint_06'	463
'checkpoint_07'	442
'checkpoint_08'	473
'checkpoint_09'	484
'checkpoint_10'	449
'checkpoint_11'	485
'checkpoint_12'	481
'checkpoint_13'	487
'checkpoint_14'	530
'checkpoint_15'	455
'checkpoint_16'	464
'checkpoint_17'	473
'checkpoint_18'	485
'checkpoint_19'	508
'checkpoint_20'	483
'checkpoint_21'	464
'checkpoint_22'	450
'checkpoint_23'	458
'checkpoint_24'	460
'checkpoint_25'	399
'checkpoint_26'	411
'checkpoint_27'	439
'checkpoint_28'	453
'checkpoint_29'	418
'checkpoint_30'	446
'checkpoint_31'	412
'checkpoint_32'	400
'checkpoint_33'	434
'checkpoint_34'	405
'checkpoint_35'	404
'checkpoint_36'	421
'checkpoint_37'	441
'checkpoint_38'	437
'checkpoint_39'	450
'checkpoint_40'	432
'checkpoint_41'	455
'checkpoint_42'	444
'checkpoint_43'	405
'checkpoint_44'	429
'checkpoint_45'	427
'checkpoint_46'	421
'checkpoint_47'	425
'checkpoint_48'	423
'checkpoint_49'	381

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/DemonAttack_run_5

• Dataset size: 23.86 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,219
'checkpoint_01'	683
'checkpoint_02'	541
'checkpoint_03'	465
'checkpoint_04'	499
'checkpoint_05'	498
'checkpoint_06'	444
'checkpoint_07'	473
'checkpoint_08'	450
'checkpoint_09'	482
'checkpoint_10'	472
'checkpoint_11'	484
'checkpoint_12'	460
'checkpoint_13'	484
'checkpoint_14'	462
'checkpoint_15'	451
'checkpoint_16'	523
'checkpoint_17'	516
'checkpoint_18'	487
'checkpoint_19'	478
'checkpoint_20'	501
'checkpoint_21'	505
'checkpoint_22'	462
'checkpoint_23'	477
'checkpoint_24'	484
'checkpoint_25'	531
'checkpoint_26'	492
'checkpoint_27'	466
'checkpoint_28'	493
'checkpoint_29'	472
'checkpoint_30'	497
'checkpoint_31'	505
'checkpoint_32'	514
'checkpoint_33'	521
'checkpoint_34'	552
'checkpoint_35'	522
'checkpoint_36'	474
'checkpoint_37'	507
'checkpoint_38'	518
'checkpoint_39'	553
'checkpoint_40'	539
'checkpoint_41'	519
'checkpoint_42'	535
'checkpoint_43'	483
'checkpoint_44'	532
'checkpoint_45'	496
'checkpoint_46'	530
'checkpoint_47'	549
'checkpoint_48'	598
'checkpoint_49'	505

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/DoubleDunk_run_1

• Dataset size: 49.40 GiB

• Splits:

Split	Examples
'checkpoint_00'	455
'checkpoint_01'	211
'checkpoint_02'	225
'checkpoint_03'	207
'checkpoint_04'	211
'checkpoint_05'	229
'checkpoint_06'	215
'checkpoint_07'	211
'checkpoint_08'	211
'checkpoint_09'	196
'checkpoint_10'	205
'checkpoint_11'	210
'checkpoint_12'	216
'checkpoint_13'	211
'checkpoint_14'	209
'checkpoint_15'	193
'checkpoint_16'	184
'checkpoint_17'	203
'checkpoint_18'	196
'checkpoint_19'	214
'checkpoint_20'	246
'checkpoint_21'	259
'checkpoint_22'	275
'checkpoint_23'	285
'checkpoint_24'	316
'checkpoint_25'	327
'checkpoint_26'	343
'checkpoint_27'	353
'checkpoint_28'	352
'checkpoint_29'	338
'checkpoint_30'	333
'checkpoint_31'	337
'checkpoint_32'	335
'checkpoint_33'	342
'checkpoint_34'	341
'checkpoint_35'	341
'checkpoint_36'	347
'checkpoint_37'	354
'checkpoint_38'	340
'checkpoint_39'	345
'checkpoint_40'	341
'checkpoint_41'	346
'checkpoint_42'	327
'checkpoint_43'	338
'checkpoint_44'	357
'checkpoint_45'	342
'checkpoint_46'	348
'checkpoint_47'	360
'checkpoint_48'	355
'checkpoint_49'	358

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/DoubleDunk_run_2

• Dataset size: 49.37 GiB

• Splits:

Split	Examples
'checkpoint_00'	449
'checkpoint_01'	242
'checkpoint_02'	193
'checkpoint_03'	205
'checkpoint_04'	213
'checkpoint_05'	218
'checkpoint_06'	211
'checkpoint_07'	206
'checkpoint_08'	218
'checkpoint_09'	195
'checkpoint_10'	203
'checkpoint_11'	207
'checkpoint_12'	212
'checkpoint_13'	235
'checkpoint_14'	214
'checkpoint_15'	224
'checkpoint_16'	296
'checkpoint_17'	227
'checkpoint_18'	237
'checkpoint_19'	229
'checkpoint_20'	245
'checkpoint_21'	307
'checkpoint_22'	316
'checkpoint_23'	350
'checkpoint_24'	353
'checkpoint_25'	348
'checkpoint_26'	364
'checkpoint_27'	368
'checkpoint_28'	372
'checkpoint_29'	352
'checkpoint_30'	348
'checkpoint_31'	370
'checkpoint_32'	360
'checkpoint_33'	363
'checkpoint_34'	360
'checkpoint_35'	361
'checkpoint_36'	358
'checkpoint_37'	350
'checkpoint_38'	358
'checkpoint_39'	362
'checkpoint_40'	340
'checkpoint_41'	348
'checkpoint_42'	357
'checkpoint_43'	346
'checkpoint_44'	350
'checkpoint_45'	337
'checkpoint_46'	350
'checkpoint_47'	347
'checkpoint_48'	351
'checkpoint_49'	352

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/DoubleDunk_run_3

• Dataset size: 49.33 GiB

• Splits:

Split	Examples
'checkpoint_00'	447
'checkpoint_01'	228
'checkpoint_02'	219
'checkpoint_03'	207
'checkpoint_04'	194
'checkpoint_05'	208
'checkpoint_06'	203
'checkpoint_07'	204
'checkpoint_08'	205
'checkpoint_09'	218
'checkpoint_10'	182
'checkpoint_11'	175
'checkpoint_12'	185
'checkpoint_13'	227
'checkpoint_14'	211
'checkpoint_15'	242
'checkpoint_16'	259
'checkpoint_17'	250
'checkpoint_18'	247
'checkpoint_19'	288
'checkpoint_20'	301
'checkpoint_21'	314
'checkpoint_22'	301
'checkpoint_23'	321
'checkpoint_24'	322
'checkpoint_25'	308
'checkpoint_26'	310
'checkpoint_27'	310
'checkpoint_28'	314
'checkpoint_29'	315
'checkpoint_30'	328
'checkpoint_31'	332
'checkpoint_32'	329
'checkpoint_33'	330
'checkpoint_34'	327
'checkpoint_35'	317
'checkpoint_36'	331
'checkpoint_37'	326
'checkpoint_38'	334
'checkpoint_39'	338
'checkpoint_40'	333
'checkpoint_41'	332
'checkpoint_42'	336
'checkpoint_43'	336
'checkpoint_44'	336
'checkpoint_45'	338
'checkpoint_46'	328
'checkpoint_47'	335
'checkpoint_48'	336
'checkpoint_49'	340

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/DoubleDunk_run_4

• Dataset size: 49.36 GiB

• Splits:

Split	Examples
'checkpoint_00'	424
'checkpoint_01'	241
'checkpoint_02'	214
'checkpoint_03'	236
'checkpoint_04'	235
'checkpoint_05'	234
'checkpoint_06'	205
'checkpoint_07'	206
'checkpoint_08'	232
'checkpoint_09'	216
'checkpoint_10'	228
'checkpoint_11'	231
'checkpoint_12'	233
'checkpoint_13'	207
'checkpoint_14'	223
'checkpoint_15'	215
'checkpoint_16'	226
'checkpoint_17'	226
'checkpoint_18'	238
'checkpoint_19'	259
'checkpoint_20'	240
'checkpoint_21'	289
'checkpoint_22'	317
'checkpoint_23'	327
'checkpoint_24'	309
'checkpoint_25'	319
'checkpoint_26'	343
'checkpoint_27'	334
'checkpoint_28'	318
'checkpoint_29'	353
'checkpoint_30'	334
'checkpoint_31'	343
'checkpoint_32'	339
'checkpoint_33'	330
'checkpoint_34'	333
'checkpoint_35'	323
'checkpoint_36'	325
'checkpoint_37'	338
'checkpoint_38'	331
'checkpoint_39'	343
'checkpoint_40'	335
'checkpoint_41'	348
'checkpoint_42'	354
'checkpoint_43'	340
'checkpoint_44'	364
'checkpoint_45'	353
'checkpoint_46'	350
'checkpoint_47'	360
'checkpoint_48'	340
'checkpoint_49'	339

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/DoubleDunk_run_5

• Dataset size: 49.38 GiB

• Splits:

Split	Examples
'checkpoint_00'	447
'checkpoint_01'	234
'checkpoint_02'	195
'checkpoint_03'	217
'checkpoint_04'	202
'checkpoint_05'	222
'checkpoint_06'	216
'checkpoint_07'	206
'checkpoint_08'	210
'checkpoint_09'	210
'checkpoint_10'	211
'checkpoint_11'	219
'checkpoint_12'	205
'checkpoint_13'	207
'checkpoint_14'	212
'checkpoint_15'	200
'checkpoint_16'	221
'checkpoint_17'	238
'checkpoint_18'	245
'checkpoint_19'	267
'checkpoint_20'	292
'checkpoint_21'	296
'checkpoint_22'	294
'checkpoint_23'	291
'checkpoint_24'	333
'checkpoint_25'	328
'checkpoint_26'	329
'checkpoint_27'	347
'checkpoint_28'	358
'checkpoint_29'	355
'checkpoint_30'	340
'checkpoint_31'	364
'checkpoint_32'	357
'checkpoint_33'	353
'checkpoint_34'	349
'checkpoint_35'	350
'checkpoint_36'	351
'checkpoint_37'	345
'checkpoint_38'	347
'checkpoint_39'	348
'checkpoint_40'	363
'checkpoint_41'	350
'checkpoint_42'	347
'checkpoint_43'	328
'checkpoint_44'	337
'checkpoint_45'	336
'checkpoint_46'	340
'checkpoint_47'	335
'checkpoint_48'	337
'checkpoint_49'	334

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Enduro_run_1

• Dataset size: 56.76 GiB

• Splits:

Split	Examples
'checkpoint_00'	296
'checkpoint_01'	148
'checkpoint_02'	121
'checkpoint_03'	123
'checkpoint_04'	146
'checkpoint_05'	136
'checkpoint_06'	124
'checkpoint_07'	123
'checkpoint_08'	116
'checkpoint_09'	110
'checkpoint_10'	108
'checkpoint_11'	104
'checkpoint_12'	110
'checkpoint_13'	102
'checkpoint_14'	104
'checkpoint_15'	112
'checkpoint_16'	100
'checkpoint_17'	101
'checkpoint_18'	106
'checkpoint_19'	100
'checkpoint_20'	98
'checkpoint_21'	96
'checkpoint_22'	100
'checkpoint_23'	106
'checkpoint_24'	99
'checkpoint_25'	98
'checkpoint_26'	101
'checkpoint_27'	105
'checkpoint_28'	97
'checkpoint_29'	100
'checkpoint_30'	101
'checkpoint_31'	107
'checkpoint_32'	97
'checkpoint_33'	96
'checkpoint_34'	98
'checkpoint_35'	99
'checkpoint_36'	104
'checkpoint_37'	110
'checkpoint_38'	102
'checkpoint_39'	108
'checkpoint_40'	105
'checkpoint_41'	109
'checkpoint_42'	110
'checkpoint_43'	108
'checkpoint_44'	113
'checkpoint_45'	114
'checkpoint_46'	109
'checkpoint_47'	119
'checkpoint_48'	120
'checkpoint_49'	115

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Enduro_run_2

• Dataset size: 56.75 GiB

• Splits:

Split	Examples
'checkpoint_00'	293
'checkpoint_01'	142
'checkpoint_02'	112
'checkpoint_03'	110
'checkpoint_04'	136
'checkpoint_05'	125
'checkpoint_06'	120
'checkpoint_07'	109
'checkpoint_08'	105
'checkpoint_09'	114
'checkpoint_10'	101
'checkpoint_11'	104
'checkpoint_12'	104
'checkpoint_13'	101
'checkpoint_14'	102
'checkpoint_15'	100
'checkpoint_16'	103
'checkpoint_17'	107
'checkpoint_18'	102
'checkpoint_19'	103
'checkpoint_20'	100
'checkpoint_21'	104
'checkpoint_22'	103
'checkpoint_23'	108
'checkpoint_24'	101
'checkpoint_25'	113
'checkpoint_26'	99
'checkpoint_27'	99
'checkpoint_28'	100
'checkpoint_29'	101
'checkpoint_30'	97
'checkpoint_31'	102
'checkpoint_32'	107
'checkpoint_33'	114
'checkpoint_34'	106
'checkpoint_35'	105
'checkpoint_36'	107
'checkpoint_37'	113
'checkpoint_38'	107
'checkpoint_39'	104
'checkpoint_40'	114
'checkpoint_41'	114
'checkpoint_42'	106
'checkpoint_43'	122
'checkpoint_44'	109
'checkpoint_45'	121
'checkpoint_46'	125
'checkpoint_47'	111
'checkpoint_48'	116
'checkpoint_49'	121

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Enduro_run_3

• Dataset size: 56.76 GiB

• Splits:

Split	Examples
'checkpoint_00'	294
'checkpoint_01'	141
'checkpoint_02'	119
'checkpoint_03'	119
'checkpoint_04'	137
'checkpoint_05'	157
'checkpoint_06'	135
'checkpoint_07'	117
'checkpoint_08'	116
'checkpoint_09'	110
'checkpoint_10'	104
'checkpoint_11'	108
'checkpoint_12'	107
'checkpoint_13'	107
'checkpoint_14'	102
'checkpoint_15'	110
'checkpoint_16'	112
'checkpoint_17'	98
'checkpoint_18'	99
'checkpoint_19'	101
'checkpoint_20'	112
'checkpoint_21'	98
'checkpoint_22'	99
'checkpoint_23'	95
'checkpoint_24'	111
'checkpoint_25'	99
'checkpoint_26'	108
'checkpoint_27'	109
'checkpoint_28'	107
'checkpoint_29'	106
'checkpoint_30'	112
'checkpoint_31'	109
'checkpoint_32'	104
'checkpoint_33'	111
'checkpoint_34'	105
'checkpoint_35'	114
'checkpoint_36'	111
'checkpoint_37'	102
'checkpoint_38'	104
'checkpoint_39'	107
'checkpoint_40'	113
'checkpoint_41'	125
'checkpoint_42'	123
'checkpoint_43'	109
'checkpoint_44'	113
'checkpoint_45'	115
'checkpoint_46'	114
'checkpoint_47'	118
'checkpoint_48'	109
'checkpoint_49'	114

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Enduro_run_4

• Dataset size: 56.76 GiB

• Splits:

Split	Examples
'checkpoint_00'	299
'checkpoint_01'	145
'checkpoint_02'	114
'checkpoint_03'	105
'checkpoint_04'	135
'checkpoint_05'	124
'checkpoint_06'	114
'checkpoint_07'	115
'checkpoint_08'	117
'checkpoint_09'	112
'checkpoint_10'	102
'checkpoint_11'	99
'checkpoint_12'	104
'checkpoint_13'	99
'checkpoint_14'	98
'checkpoint_15'	99
'checkpoint_16'	100
'checkpoint_17'	110
'checkpoint_18'	106
'checkpoint_19'	99
'checkpoint_20'	107
'checkpoint_21'	102
'checkpoint_22'	105
'checkpoint_23'	105
'checkpoint_24'	98
'checkpoint_25'	102
'checkpoint_26'	110
'checkpoint_27'	100
'checkpoint_28'	103
'checkpoint_29'	111
'checkpoint_30'	112
'checkpoint_31'	107
'checkpoint_32'	104
'checkpoint_33'	108
'checkpoint_34'	106
'checkpoint_35'	101
'checkpoint_36'	108
'checkpoint_37'	102
'checkpoint_38'	105
'checkpoint_39'	100
'checkpoint_40'	104
'checkpoint_41'	112
'checkpoint_42'	114
'checkpoint_43'	116
'checkpoint_44'	107
'checkpoint_45'	110
'checkpoint_46'	114
'checkpoint_47'	108
'checkpoint_48'	107
'checkpoint_49'	117

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Enduro_run_5

• Dataset size: 56.74 GiB

• Splits:

Split	Examples
'checkpoint_00'	296
'checkpoint_01'	143
'checkpoint_02'	111
'checkpoint_03'	107
'checkpoint_04'	133
'checkpoint_05'	133
'checkpoint_06'	111
'checkpoint_07'	118
'checkpoint_08'	112
'checkpoint_09'	111
'checkpoint_10'	120
'checkpoint_11'	106
'checkpoint_12'	102
'checkpoint_13'	109
'checkpoint_14'	115
'checkpoint_15'	111
'checkpoint_16'	98
'checkpoint_17'	108
'checkpoint_18'	106
'checkpoint_19'	101
'checkpoint_20'	105
'checkpoint_21'	107
'checkpoint_22'	121
'checkpoint_23'	113
'checkpoint_24'	109
'checkpoint_25'	109
'checkpoint_26'	108
'checkpoint_27'	105
'checkpoint_28'	109
'checkpoint_29'	107
'checkpoint_30'	114
'checkpoint_31'	104
'checkpoint_32'	116
'checkpoint_33'	108
'checkpoint_34'	104
'checkpoint_35'	114
'checkpoint_36'	102
'checkpoint_37'	106
'checkpoint_38'	107
'checkpoint_39'	116
'checkpoint_40'	112
'checkpoint_41'	107
'checkpoint_42'	105
'checkpoint_43'	118
'checkpoint_44'	113
'checkpoint_45'	112
'checkpoint_46'	112
'checkpoint_47'	123
'checkpoint_48'	120
'checkpoint_49'	118

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/FishingDerby_run_1

• Dataset size: 63.57 GiB

• Splits:

Split	Examples
'checkpoint_00'	542
'checkpoint_01'	547
'checkpoint_02'	582
'checkpoint_03'	610
'checkpoint_04'	607
'checkpoint_05'	563
'checkpoint_06'	585
'checkpoint_07'	575
'checkpoint_08'	566
'checkpoint_09'	571
'checkpoint_10'	573
'checkpoint_11'	599
'checkpoint_12'	584
'checkpoint_13'	580
'checkpoint_14'	584
'checkpoint_15'	577
'checkpoint_16'	576
'checkpoint_17'	582
'checkpoint_18'	574
'checkpoint_19'	577
'checkpoint_20'	580
'checkpoint_21'	571
'checkpoint_22'	577
'checkpoint_23'	568
'checkpoint_24'	579
'checkpoint_25'	572
'checkpoint_26'	561
'checkpoint_27'	570
'checkpoint_28'	555
'checkpoint_29'	559
'checkpoint_30'	556
'checkpoint_31'	552
'checkpoint_32'	560
'checkpoint_33'	557
'checkpoint_34'	561
'checkpoint_35'	562
'checkpoint_36'	558
'checkpoint_37'	548
'checkpoint_38'	554
'checkpoint_39'	564
'checkpoint_40'	553
'checkpoint_41'	560
'checkpoint_42'	560
'checkpoint_43'	558
'checkpoint_44'	554
'checkpoint_45'	554
'checkpoint_46'	554
'checkpoint_47'	545
'checkpoint_48'	549
'checkpoint_49'	548

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/FishingDerby_run_2

• Dataset size: 63.57 GiB

• Splits:

Split	Examples
'checkpoint_00'	542
'checkpoint_01'	544
'checkpoint_02'	577
'checkpoint_03'	602
'checkpoint_04'	611
'checkpoint_05'	564
'checkpoint_06'	554
'checkpoint_07'	572
'checkpoint_08'	572
'checkpoint_09'	570
'checkpoint_10'	576
'checkpoint_11'	571
'checkpoint_12'	583
'checkpoint_13'	566
'checkpoint_14'	569
'checkpoint_15'	554
'checkpoint_16'	558
'checkpoint_17'	559
'checkpoint_18'	564
'checkpoint_19'	562
'checkpoint_20'	556
'checkpoint_21'	563
'checkpoint_22'	567
'checkpoint_23'	556
'checkpoint_24'	558
'checkpoint_25'	555
'checkpoint_26'	555
'checkpoint_27'	557
'checkpoint_28'	553
'checkpoint_29'	556
'checkpoint_30'	560
'checkpoint_31'	555
'checkpoint_32'	548
'checkpoint_33'	559
'checkpoint_34'	555
'checkpoint_35'	556
'checkpoint_36'	548
'checkpoint_37'	551
'checkpoint_38'	552
'checkpoint_39'	554
'checkpoint_40'	554
'checkpoint_41'	548
'checkpoint_42'	551
'checkpoint_43'	548
'checkpoint_44'	547
'checkpoint_45'	550
'checkpoint_46'	542
'checkpoint_47'	540
'checkpoint_48'	550
'checkpoint_49'	548

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/FishingDerby_run_3

• Dataset size: 63.56 GiB

• Splits:

Split	Examples
'checkpoint_00'	540
'checkpoint_01'	538
'checkpoint_02'	616
'checkpoint_03'	627
'checkpoint_04'	606
'checkpoint_05'	601
'checkpoint_06'	564
'checkpoint_07'	579
'checkpoint_08'	597
'checkpoint_09'	583
'checkpoint_10'	586
'checkpoint_11'	582
'checkpoint_12'	590
'checkpoint_13'	587
'checkpoint_14'	579
'checkpoint_15'	580
'checkpoint_16'	576
'checkpoint_17'	574
'checkpoint_18'	581
'checkpoint_19'	579
'checkpoint_20'	585
'checkpoint_21'	585
'checkpoint_22'	586
'checkpoint_23'	580
'checkpoint_24'	573
'checkpoint_25'	577
'checkpoint_26'	568
'checkpoint_27'	569
'checkpoint_28'	569
'checkpoint_29'	563
'checkpoint_30'	555
'checkpoint_31'	566
'checkpoint_32'	569
'checkpoint_33'	566
'checkpoint_34'	555
'checkpoint_35'	552
'checkpoint_36'	556
'checkpoint_37'	561
'checkpoint_38'	557
'checkpoint_39'	554
'checkpoint_40'	557
'checkpoint_41'	552
'checkpoint_42'	558
'checkpoint_43'	553
'checkpoint_44'	549
'checkpoint_45'	549
'checkpoint_46'	549
'checkpoint_47'	551
'checkpoint_48'	550
'checkpoint_49'	554

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/FishingDerby_run_4

• Dataset size: 63.59 GiB

• Splits:

Split	Examples
'checkpoint_00'	543
'checkpoint_01'	544
'checkpoint_02'	558
'checkpoint_03'	594
'checkpoint_04'	618
'checkpoint_05'	609
'checkpoint_06'	565
'checkpoint_07'	572
'checkpoint_08'	571
'checkpoint_09'	560
'checkpoint_10'	573
'checkpoint_11'	563
'checkpoint_12'	560
'checkpoint_13'	557
'checkpoint_14'	563
'checkpoint_15'	561
'checkpoint_16'	554
'checkpoint_17'	558
'checkpoint_18'	556
'checkpoint_19'	557
'checkpoint_20'	555
'checkpoint_21'	562
'checkpoint_22'	556
'checkpoint_23'	560
'checkpoint_24'	561
'checkpoint_25'	551
'checkpoint_26'	561
'checkpoint_27'	552
'checkpoint_28'	548
'checkpoint_29'	549
'checkpoint_30'	551
'checkpoint_31'	557
'checkpoint_32'	557
'checkpoint_33'	553
'checkpoint_34'	546
'checkpoint_35'	545
'checkpoint_36'	557
'checkpoint_37'	548
'checkpoint_38'	546
'checkpoint_39'	550
'checkpoint_40'	544
'checkpoint_41'	539
'checkpoint_42'	536
'checkpoint_43'	538
'checkpoint_44'	534
'checkpoint_45'	540
'checkpoint_46'	534
'checkpoint_47'	544
'checkpoint_48'	541
'checkpoint_49'	535

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/FishingDerby_run_5

• Dataset size: 63.58 GiB

• Splits:

Split	Examples
'checkpoint_00'	542
'checkpoint_01'	546
'checkpoint_02'	545
'checkpoint_03'	571
'checkpoint_04'	612
'checkpoint_05'	603
'checkpoint_06'	591
'checkpoint_07'	565
'checkpoint_08'	558
'checkpoint_09'	561
'checkpoint_10'	561
'checkpoint_11'	569
'checkpoint_12'	562
'checkpoint_13'	563
'checkpoint_14'	563
'checkpoint_15'	558
'checkpoint_16'	565
'checkpoint_17'	561
'checkpoint_18'	566
'checkpoint_19'	559
'checkpoint_20'	561
'checkpoint_21'	559
'checkpoint_22'	559
'checkpoint_23'	558
'checkpoint_24'	562
'checkpoint_25'	562
'checkpoint_26'	560
'checkpoint_27'	555
'checkpoint_28'	553
'checkpoint_29'	558
'checkpoint_30'	545
'checkpoint_31'	557
'checkpoint_32'	547
'checkpoint_33'	545
'checkpoint_34'	553
'checkpoint_35'	547
'checkpoint_36'	545
'checkpoint_37'	548
'checkpoint_38'	545
'checkpoint_39'	545
'checkpoint_40'	545
'checkpoint_41'	538
'checkpoint_42'	535
'checkpoint_43'	543
'checkpoint_44'	545
'checkpoint_45'	541
'checkpoint_46'	544
'checkpoint_47'	550
'checkpoint_48'	542
'checkpoint_49'	543

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Freeway_run_1

• Dataset size: 50.94 GiB

• Splits:

Split	Examples
'checkpoint_00'	488
'checkpoint_01'	489
'checkpoint_02'	488
'checkpoint_03'	489
'checkpoint_04'	488
'checkpoint_05'	489
'checkpoint_06'	488
'checkpoint_07'	489
'checkpoint_08'	489
'checkpoint_09'	488
'checkpoint_10'	489
'checkpoint_11'	488
'checkpoint_12'	489
'checkpoint_13'	488
'checkpoint_14'	489
'checkpoint_15'	489
'checkpoint_16'	488
'checkpoint_17'	489
'checkpoint_18'	488
'checkpoint_19'	489
'checkpoint_20'	488
'checkpoint_21'	489
'checkpoint_22'	489
'checkpoint_23'	488
'checkpoint_24'	489
'checkpoint_25'	488
'checkpoint_26'	489
'checkpoint_27'	488
'checkpoint_28'	489
'checkpoint_29'	489
'checkpoint_30'	488
'checkpoint_31'	489
'checkpoint_32'	488
'checkpoint_33'	489
'checkpoint_34'	488
'checkpoint_35'	489
'checkpoint_36'	488
'checkpoint_37'	489
'checkpoint_38'	489
'checkpoint_39'	488
'checkpoint_40'	489
'checkpoint_41'	488
'checkpoint_42'	489
'checkpoint_43'	488
'checkpoint_44'	489
'checkpoint_45'	489
'checkpoint_46'	488
'checkpoint_47'	489
'checkpoint_48'	488
'checkpoint_49'	489

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Freeway_run_2

• Dataset size: 50.95 GiB

• Splits:

Split	Examples
'checkpoint_00'	488
'checkpoint_01'	489
'checkpoint_02'	488
'checkpoint_03'	489
'checkpoint_04'	488
'checkpoint_05'	489
'checkpoint_06'	488
'checkpoint_07'	489
'checkpoint_08'	489
'checkpoint_09'	488
'checkpoint_10'	489
'checkpoint_11'	488
'checkpoint_12'	489
'checkpoint_13'	488
'checkpoint_14'	489
'checkpoint_15'	489
'checkpoint_16'	488
'checkpoint_17'	489
'checkpoint_18'	488
'checkpoint_19'	489
'checkpoint_20'	488
'checkpoint_21'	489
'checkpoint_22'	489
'checkpoint_23'	488
'checkpoint_24'	489
'checkpoint_25'	488
'checkpoint_26'	489
'checkpoint_27'	488
'checkpoint_28'	489
'checkpoint_29'	489
'checkpoint_30'	488
'checkpoint_31'	489
'checkpoint_32'	488
'checkpoint_33'	489
'checkpoint_34'	488
'checkpoint_35'	489
'checkpoint_36'	488
'checkpoint_37'	489
'checkpoint_38'	489
'checkpoint_39'	488
'checkpoint_40'	489
'checkpoint_41'	488
'checkpoint_42'	489
'checkpoint_43'	488
'checkpoint_44'	489
'checkpoint_45'	489
'checkpoint_46'	488
'checkpoint_47'	489
'checkpoint_48'	488
'checkpoint_49'	489

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Freeway_run_3

• Dataset size: 50.99 GiB

• Splits:

Split	Examples
'checkpoint_00'	488
'checkpoint_01'	489
'checkpoint_02'	488
'checkpoint_03'	489
'checkpoint_04'	488
'checkpoint_05'	489
'checkpoint_06'	488
'checkpoint_07'	489
'checkpoint_08'	489
'checkpoint_09'	488
'checkpoint_10'	489
'checkpoint_11'	488
'checkpoint_12'	489
'checkpoint_13'	488
'checkpoint_14'	489
'checkpoint_15'	489
'checkpoint_16'	488
'checkpoint_17'	489
'checkpoint_18'	488
'checkpoint_19'	489
'checkpoint_20'	488
'checkpoint_21'	489
'checkpoint_22'	489
'checkpoint_23'	488
'checkpoint_24'	489
'checkpoint_25'	488
'checkpoint_26'	489
'checkpoint_27'	488
'checkpoint_28'	489
'checkpoint_29'	489
'checkpoint_30'	488
'checkpoint_31'	489
'checkpoint_32'	488
'checkpoint_33'	489
'checkpoint_34'	488
'checkpoint_35'	489
'checkpoint_36'	488
'checkpoint_37'	489
'checkpoint_38'	489
'checkpoint_39'	488
'checkpoint_40'	489
'checkpoint_41'	488
'checkpoint_42'	489
'checkpoint_43'	488
'checkpoint_44'	489
'checkpoint_45'	489
'checkpoint_46'	488
'checkpoint_47'	489
'checkpoint_48'	488
'checkpoint_49'	489

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Freeway_run_4

• Dataset size: 51.00 GiB

• Splits:

Split	Examples
'checkpoint_00'	488
'checkpoint_01'	489
'checkpoint_02'	488
'checkpoint_03'	489
'checkpoint_04'	488
'checkpoint_05'	489
'checkpoint_06'	488
'checkpoint_07'	489
'checkpoint_08'	489
'checkpoint_09'	488
'checkpoint_10'	489
'checkpoint_11'	488
'checkpoint_12'	489
'checkpoint_13'	488
'checkpoint_14'	489
'checkpoint_15'	489
'checkpoint_16'	488
'checkpoint_17'	489
'checkpoint_18'	488
'checkpoint_19'	489
'checkpoint_20'	488
'checkpoint_21'	489
'checkpoint_22'	489
'checkpoint_23'	488
'checkpoint_24'	489
'checkpoint_25'	488
'checkpoint_26'	489
'checkpoint_27'	488
'checkpoint_28'	489
'checkpoint_29'	489
'checkpoint_30'	488
'checkpoint_31'	489
'checkpoint_32'	488
'checkpoint_33'	489
'checkpoint_34'	488
'checkpoint_35'	489
'checkpoint_36'	488
'checkpoint_37'	489
'checkpoint_38'	489
'checkpoint_39'	488
'checkpoint_40'	489
'checkpoint_41'	488
'checkpoint_42'	489
'checkpoint_43'	488
'checkpoint_44'	489
'checkpoint_45'	489
'checkpoint_46'	488
'checkpoint_47'	489
'checkpoint_48'	488
'checkpoint_49'	489

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Freeway_run_5

• Dataset size: 50.54 GiB

• Splits:

Split	Examples
'checkpoint_00'	488
'checkpoint_01'	489
'checkpoint_02'	488
'checkpoint_03'	489
'checkpoint_04'	488
'checkpoint_05'	489
'checkpoint_06'	488
'checkpoint_07'	489
'checkpoint_08'	489
'checkpoint_09'	488
'checkpoint_10'	489
'checkpoint_11'	488
'checkpoint_12'	489
'checkpoint_13'	488
'checkpoint_14'	489
'checkpoint_15'	489
'checkpoint_16'	488
'checkpoint_17'	489
'checkpoint_18'	488
'checkpoint_19'	489
'checkpoint_20'	488
'checkpoint_21'	489
'checkpoint_22'	489
'checkpoint_23'	488
'checkpoint_24'	489
'checkpoint_25'	488
'checkpoint_26'	489
'checkpoint_27'	488
'checkpoint_28'	489
'checkpoint_29'	489
'checkpoint_30'	488
'checkpoint_31'	489
'checkpoint_32'	488
'checkpoint_33'	489
'checkpoint_34'	488
'checkpoint_35'	489
'checkpoint_36'	488
'checkpoint_37'	489
'checkpoint_38'	489
'checkpoint_39'	488
'checkpoint_40'	489
'checkpoint_41'	488
'checkpoint_42'	489
'checkpoint_43'	488
'checkpoint_44'	489
'checkpoint_45'	489
'checkpoint_46'	488
'checkpoint_47'	489
'checkpoint_48'	488
'checkpoint_49'	489

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Frostbite_run_1

• Dataset size: 57.03 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,971
'checkpoint_01'	1,936
'checkpoint_02'	1,771
'checkpoint_03'	1,577
'checkpoint_04'	1,488
'checkpoint_05'	1,488
'checkpoint_06'	1,444
'checkpoint_07'	1,407
'checkpoint_08'	1,409
'checkpoint_09'	1,482
'checkpoint_10'	1,317
'checkpoint_11'	2,016
'checkpoint_12'	1,965
'checkpoint_13'	1,673
'checkpoint_14'	1,353
'checkpoint_15'	1,331
'checkpoint_16'	1,237
'checkpoint_17'	1,225
'checkpoint_18'	1,181
'checkpoint_19'	1,209
'checkpoint_20'	1,251
'checkpoint_21'	1,252
'checkpoint_22'	1,139
'checkpoint_23'	1,112
'checkpoint_24'	1,055
'checkpoint_25'	1,009
'checkpoint_26'	954
'checkpoint_27'	987
'checkpoint_28'	975
'checkpoint_29'	994
'checkpoint_30'	1,116
'checkpoint_31'	1,186
'checkpoint_32'	1,241
'checkpoint_33'	1,257
'checkpoint_34'	1,300
'checkpoint_35'	1,489
'checkpoint_36'	1,578
'checkpoint_37'	1,741
'checkpoint_38'	1,304
'checkpoint_39'	1,234
'checkpoint_40'	1,189
'checkpoint_41'	1,354
'checkpoint_42'	1,710
'checkpoint_43'	1,112
'checkpoint_44'	1,100
'checkpoint_45'	1,049
'checkpoint_46'	933
'checkpoint_47'	1,100
'checkpoint_48'	1,571
'checkpoint_49'	1,319

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Frostbite_run_2

• Dataset size: 56.26 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,969
'checkpoint_01'	1,659
'checkpoint_02'	1,570
'checkpoint_03'	1,497
'checkpoint_04'	833
'checkpoint_05'	1,052
'checkpoint_06'	1,260
'checkpoint_07'	1,455
'checkpoint_08'	1,392
'checkpoint_09'	1,372
'checkpoint_10'	1,300
'checkpoint_11'	1,371
'checkpoint_12'	1,267
'checkpoint_13'	1,341
'checkpoint_14'	1,226
'checkpoint_15'	1,295
'checkpoint_16'	1,386
'checkpoint_17'	1,520
'checkpoint_18'	1,474
'checkpoint_19'	1,238
'checkpoint_20'	1,196
'checkpoint_21'	1,143
'checkpoint_22'	1,290
'checkpoint_23'	1,317
'checkpoint_24'	1,350
'checkpoint_25'	1,581
'checkpoint_26'	1,498
'checkpoint_27'	1,328
'checkpoint_28'	1,374
'checkpoint_29'	1,470
'checkpoint_30'	1,892
'checkpoint_31'	1,612
'checkpoint_32'	1,103
'checkpoint_33'	1,199
'checkpoint_34'	1,162
'checkpoint_35'	1,288
'checkpoint_36'	1,235
'checkpoint_37'	1,147
'checkpoint_38'	1,212
'checkpoint_39'	1,072
'checkpoint_40'	1,187
'checkpoint_41'	1,300
'checkpoint_42'	1,605
'checkpoint_43'	1,596
'checkpoint_44'	1,684
'checkpoint_45'	1,530
'checkpoint_46'	1,428
'checkpoint_47'	1,481
'checkpoint_48'	1,574
'checkpoint_49'	1,834

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Frostbite_run_3

• Dataset size: 56.57 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,952
'checkpoint_01'	1,702
'checkpoint_02'	1,513
'checkpoint_03'	911
'checkpoint_04'	930
'checkpoint_05'	1,089
'checkpoint_06'	882
'checkpoint_07'	1,400
'checkpoint_08'	1,450
'checkpoint_09'	1,564
'checkpoint_10'	1,126
'checkpoint_11'	1,056
'checkpoint_12'	957
'checkpoint_13'	1,390
'checkpoint_14'	1,383
'checkpoint_15'	1,442
'checkpoint_16'	1,445
'checkpoint_17'	1,494
'checkpoint_18'	1,507
'checkpoint_19'	1,459
'checkpoint_20'	1,487
'checkpoint_21'	1,472
'checkpoint_22'	1,400
'checkpoint_23'	1,322
'checkpoint_24'	1,431
'checkpoint_25'	1,419
'checkpoint_26'	1,298
'checkpoint_27'	1,346
'checkpoint_28'	1,412
'checkpoint_29'	1,387
'checkpoint_30'	1,295
'checkpoint_31'	1,328
'checkpoint_32'	1,282
'checkpoint_33'	1,342
'checkpoint_34'	1,231
'checkpoint_35'	1,295
'checkpoint_36'	1,265
'checkpoint_37'	1,338
'checkpoint_38'	1,192
'checkpoint_39'	1,201
'checkpoint_40'	1,115
'checkpoint_41'	1,146
'checkpoint_42'	1,134
'checkpoint_43'	992
'checkpoint_44'	1,376
'checkpoint_45'	1,218
'checkpoint_46'	1,291
'checkpoint_47'	1,308
'checkpoint_48'	1,339
'checkpoint_49'	1,379

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Frostbite_run_4

• Dataset size: 56.79 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,981
'checkpoint_01'	1,663
'checkpoint_02'	1,424
'checkpoint_03'	1,417
'checkpoint_04'	1,399
'checkpoint_05'	1,367
'checkpoint_06'	1,258
'checkpoint_07'	1,219
'checkpoint_08'	1,397
'checkpoint_09'	1,465
'checkpoint_10'	1,382
'checkpoint_11'	1,281
'checkpoint_12'	1,147
'checkpoint_13'	1,151
'checkpoint_14'	1,112
'checkpoint_15'	1,048
'checkpoint_16'	1,153
'checkpoint_17'	1,145
'checkpoint_18'	1,145
'checkpoint_19'	1,168
'checkpoint_20'	1,107
'checkpoint_21'	1,162
'checkpoint_22'	1,107
'checkpoint_23'	1,188
'checkpoint_24'	1,287
'checkpoint_25'	1,240
'checkpoint_26'	1,532
'checkpoint_27'	1,086
'checkpoint_28'	1,098
'checkpoint_29'	1,069
'checkpoint_30'	1,000
'checkpoint_31'	1,774
'checkpoint_32'	1,663
'checkpoint_33'	1,144
'checkpoint_34'	1,195
'checkpoint_35'	958
'checkpoint_36'	934
'checkpoint_37'	948
'checkpoint_38'	929
'checkpoint_39'	1,280
'checkpoint_40'	1,785
'checkpoint_41'	1,617
'checkpoint_42'	1,483
'checkpoint_43'	1,565
'checkpoint_44'	990
'checkpoint_45'	1,464
'checkpoint_46'	1,645
'checkpoint_47'	1,561
'checkpoint_48'	2,153
'checkpoint_49'	1,864

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Frostbite_run_5

• Dataset size: 56.58 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,944
'checkpoint_01'	1,875
'checkpoint_02'	1,498
'checkpoint_03'	1,180
'checkpoint_04'	1,518
'checkpoint_05'	1,355
'checkpoint_06'	1,275
'checkpoint_07'	1,464
'checkpoint_08'	1,321
'checkpoint_09'	1,332
'checkpoint_10'	1,333
'checkpoint_11'	1,284
'checkpoint_12'	1,329
'checkpoint_13'	1,356
'checkpoint_14'	1,266
'checkpoint_15'	1,225
'checkpoint_16'	1,236
'checkpoint_17'	1,172
'checkpoint_18'	1,098
'checkpoint_19'	1,211
'checkpoint_20'	1,193
'checkpoint_21'	1,192
'checkpoint_22'	1,205
'checkpoint_23'	1,130
'checkpoint_24'	1,155
'checkpoint_25'	1,237
'checkpoint_26'	1,196
'checkpoint_27'	1,239
'checkpoint_28'	1,134
'checkpoint_29'	1,179
'checkpoint_30'	1,217
'checkpoint_31'	1,149
'checkpoint_32'	1,322
'checkpoint_33'	1,189
'checkpoint_34'	1,231
'checkpoint_35'	1,229
'checkpoint_36'	1,235
'checkpoint_37'	1,234
'checkpoint_38'	1,250
'checkpoint_39'	1,250
'checkpoint_40'	1,379
'checkpoint_41'	1,369
'checkpoint_42'	1,460
'checkpoint_43'	1,283
'checkpoint_44'	1,285
'checkpoint_45'	1,320
'checkpoint_46'	1,417
'checkpoint_47'	1,516
'checkpoint_48'	1,368
'checkpoint_49'	1,393

• Examples (tfds.as_dataframe):

rlu_atari_checkpoints_ordered/Gopher_run_1

• Dataset size: 36.31 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,003
'checkpoint_01'	847
'checkpoint_02'	725
'checkpoint_03'	654
'checkpoint_04'	649
'checkpoint_05'	613
'checkpoint_06'	627
'checkpoint_07'	633
'checkpoint_08'	621
'checkpoint_09'	600
'checkpoint_10'	569
'checkpoint_11'	539
'checkpoint_12'	529
'checkpoint_13'	491
'checkpoint_14'	469
'checkpoint_15'	440
'checkpoint_16'	431
'checkpoint_17'	420
'checkpoint_18'	410
'checkpoint_19'	423
'checkpoint_20'	422
'checkpoint_21'	411
'checkpoint_22'	391
'checkpoint_23'	417
'checkpoint_24'	412
'checkpoint_25'	413
'checkpoint_26'	392
'checkpoint_27'	418
'checkpoint_28'	410
'checkpoint_29'	413
'checkpoint_30'	414
'checkpoint_31'	415
'checkpoint_32'	421
'checkpoint_33'	441
'checkpoint_34'	404
'checkpoint_35'	409
'checkpoint_36'	418
'checkpoint_37'	419
'checkpoint_38'	409
'checkpoint_39'	429
'checkpoint_40'	420
'checkpoint_41'	416
'checkpoint_42'	434
'checkpoint_43'	438
'checkpoint_44'	441
'checkpoint_45'	432
'checkpoint_46'	432
'checkpoint_47'	431
'checkpoint_48'	430
'checkpoint_49'	427

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Gopher_run_2

• Dataset size: 36.35 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,024
'checkpoint_01'	872
'checkpoint_02'	725
'checkpoint_03'	672
'checkpoint_04'	640
'checkpoint_05'	622
'checkpoint_06'	609
'checkpoint_07'	598
'checkpoint_08'	575
'checkpoint_09'	542
'checkpoint_10'	540
'checkpoint_11'	509
'checkpoint_12'	458
'checkpoint_13'	456
'checkpoint_14'	461
'checkpoint_15'	428
'checkpoint_16'	417
'checkpoint_17'	409
'checkpoint_18'	414
'checkpoint_19'	421
'checkpoint_20'	436
'checkpoint_21'	413
'checkpoint_22'	405
'checkpoint_23'	408
'checkpoint_24'	417
'checkpoint_25'	419
'checkpoint_26'	401
'checkpoint_27'	405
'checkpoint_28'	408
'checkpoint_29'	414
'checkpoint_30'	385
'checkpoint_31'	417
'checkpoint_32'	406
'checkpoint_33'	399
'checkpoint_34'	400
'checkpoint_35'	386
'checkpoint_36'	404
'checkpoint_37'	390
'checkpoint_38'	374
'checkpoint_39'	408
'checkpoint_40'	395
'checkpoint_41'	399
'checkpoint_42'	392
'checkpoint_43'	399
'checkpoint_44'	427
'checkpoint_45'	432
'checkpoint_46'	423
'checkpoint_47'	411
'checkpoint_48'	400
'checkpoint_49'	426

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Gopher_run_3

• Dataset size: 36.33 GiB

• Splits:

Split	Examples
'checkpoint_00'	973
'checkpoint_01'	840
'checkpoint_02'	691
'checkpoint_03'	682
'checkpoint_04'	656
'checkpoint_05'	646
'checkpoint_06'	625
'checkpoint_07'	624
'checkpoint_08'	618
'checkpoint_09'	600
'checkpoint_10'	548
'checkpoint_11'	514
'checkpoint_12'	477
'checkpoint_13'	470
'checkpoint_14'	436
'checkpoint_15'	441
'checkpoint_16'	417
'checkpoint_17'	427
'checkpoint_18'	433
'checkpoint_19'	426
'checkpoint_20'	423
'checkpoint_21'	431
'checkpoint_22'	411
'checkpoint_23'	428
'checkpoint_24'	384
'checkpoint_25'	419
'checkpoint_26'	409
'checkpoint_27'	407
'checkpoint_28'	429
'checkpoint_29'	427
'checkpoint_30'	414
'checkpoint_31'	422
'checkpoint_32'	437
'checkpoint_33'	408
'checkpoint_34'	418
'checkpoint_35'	427
'checkpoint_36'	430
'checkpoint_37'	429
'checkpoint_38'	439
'checkpoint_39'	440
'checkpoint_40'	436
'checkpoint_41'	423
'checkpoint_42'	423
'checkpoint_43'	413
'checkpoint_44'	418
'checkpoint_45'	418
'checkpoint_46'	422
'checkpoint_47'	425
'checkpoint_48'	443
'checkpoint_49'	441

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Gopher_run_4

• Dataset size: 36.33 GiB

• Splits:

Split	Examples
'checkpoint_00'	958
'checkpoint_01'	816
'checkpoint_02'	724
'checkpoint_03'	694
'checkpoint_04'	669
'checkpoint_05'	649
'checkpoint_06'	626
'checkpoint_07'	605
'checkpoint_08'	593
'checkpoint_09'	554
'checkpoint_10'	529
'checkpoint_11'	489
'checkpoint_12'	458
'checkpoint_13'	420
'checkpoint_14'	429
'checkpoint_15'	443
'checkpoint_16'	422
'checkpoint_17'	410
'checkpoint_18'	408
'checkpoint_19'	396
'checkpoint_20'	398
'checkpoint_21'	389
'checkpoint_22'	406
'checkpoint_23'	400
'checkpoint_24'	396
'checkpoint_25'	400
'checkpoint_26'	416
'checkpoint_27'	399
'checkpoint_28'	391
'checkpoint_29'	392
'checkpoint_30'	387
'checkpoint_31'	412
'checkpoint_32'	400
'checkpoint_33'	389
'checkpoint_34'	391
'checkpoint_35'	391
'checkpoint_36'	395
'checkpoint_37'	404
'checkpoint_38'	419
'checkpoint_39'	418
'checkpoint_40'	395
'checkpoint_41'	414
'checkpoint_42'	395
'checkpoint_43'	404
'checkpoint_44'	415
'checkpoint_45'	411
'checkpoint_46'	420
'checkpoint_47'	423
'checkpoint_48'	421
'checkpoint_49'	432

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Gopher_run_5

• Dataset size: 36.32 GiB

• Splits:

Split	Examples
'checkpoint_00'	981
'checkpoint_01'	838
'checkpoint_02'	718
'checkpoint_03'	686
'checkpoint_04'	657
'checkpoint_05'	651
'checkpoint_06'	642
'checkpoint_07'	632
'checkpoint_08'	605
'checkpoint_09'	588
'checkpoint_10'	572
'checkpoint_11'	563
'checkpoint_12'	541
'checkpoint_13'	517
'checkpoint_14'	485
'checkpoint_15'	480
'checkpoint_16'	444
'checkpoint_17'	460
'checkpoint_18'	442
'checkpoint_19'	426
'checkpoint_20'	437
'checkpoint_21'	413
'checkpoint_22'	434
'checkpoint_23'	400
'checkpoint_24'	403
'checkpoint_25'	409
'checkpoint_26'	406
'checkpoint_27'	403
'checkpoint_28'	397
'checkpoint_29'	419
'checkpoint_30'	394
'checkpoint_31'	396
'checkpoint_32'	410
'checkpoint_33'	395
'checkpoint_34'	429
'checkpoint_35'	395
'checkpoint_36'	405
'checkpoint_37'	397
'checkpoint_38'	395
'checkpoint_39'	402
'checkpoint_40'	410
'checkpoint_41'	366
'checkpoint_42'	406
'checkpoint_43'	421
'checkpoint_44'	414
'checkpoint_45'	402
'checkpoint_46'	437
'checkpoint_47'	395
'checkpoint_48'	402
'checkpoint_49'	416

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Gravitar_run_1

• Dataset size: 33.91 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,772
'checkpoint_01'	1,625
'checkpoint_02'	1,579
'checkpoint_03'	1,500
'checkpoint_04'	1,462
'checkpoint_05'	1,502
'checkpoint_06'	1,537
'checkpoint_07'	1,549
'checkpoint_08'	1,553
'checkpoint_09'	1,532
'checkpoint_10'	1,550
'checkpoint_11'	1,532
'checkpoint_12'	1,528
'checkpoint_13'	1,525
'checkpoint_14'	1,522
'checkpoint_15'	1,532
'checkpoint_16'	1,563
'checkpoint_17'	1,573
'checkpoint_18'	1,568
'checkpoint_19'	1,543
'checkpoint_20'	1,585
'checkpoint_21'	1,544
'checkpoint_22'	1,540
'checkpoint_23'	1,525
'checkpoint_24'	1,526
'checkpoint_25'	1,503
'checkpoint_26'	1,498
'checkpoint_27'	1,503
'checkpoint_28'	1,515
'checkpoint_29'	1,539
'checkpoint_30'	1,512
'checkpoint_31'	1,527
'checkpoint_32'	1,540
'checkpoint_33'	1,514
'checkpoint_34'	1,509
'checkpoint_35'	1,524
'checkpoint_36'	1,514
'checkpoint_37'	1,529
'checkpoint_38'	1,520
'checkpoint_39'	1,505
'checkpoint_40'	1,543
'checkpoint_41'	1,551
'checkpoint_42'	1,532
'checkpoint_43'	1,527
'checkpoint_44'	1,522
'checkpoint_45'	1,556
'checkpoint_46'	1,538
'checkpoint_47'	1,561
'checkpoint_48'	1,544

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Gravitar_run_2

• Dataset size: 33.67 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,723
'checkpoint_01'	1,606
'checkpoint_02'	1,543
'checkpoint_03'	1,520
'checkpoint_04'	1,470
'checkpoint_05'	1,477
'checkpoint_06'	1,508
'checkpoint_07'	1,529
'checkpoint_08'	1,559
'checkpoint_09'	1,554
'checkpoint_10'	1,512
'checkpoint_11'	1,517
'checkpoint_12'	1,544
'checkpoint_13'	1,510
'checkpoint_14'	1,558
'checkpoint_15'	1,512
'checkpoint_16'	1,532
'checkpoint_17'	1,538
'checkpoint_18'	1,563
'checkpoint_19'	1,529
'checkpoint_20'	1,516
'checkpoint_21'	1,511
'checkpoint_22'	1,503
'checkpoint_23'	1,506
'checkpoint_24'	1,510
'checkpoint_25'	1,515
'checkpoint_26'	1,516
'checkpoint_27'	1,512
'checkpoint_28'	1,556
'checkpoint_29'	1,530
'checkpoint_30'	1,535
'checkpoint_31'	1,534
'checkpoint_32'	1,532
'checkpoint_33'	1,504
'checkpoint_34'	1,507
'checkpoint_35'	1,530
'checkpoint_36'	1,516
'checkpoint_37'	1,508
'checkpoint_38'	1,520
'checkpoint_39'	1,502
'checkpoint_40'	1,520
'checkpoint_41'	1,489
'checkpoint_42'	1,522
'checkpoint_43'	1,509
'checkpoint_44'	1,508
'checkpoint_45'	1,495
'checkpoint_46'	1,495
'checkpoint_47'	1,506
'checkpoint_48'	1,508

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Gravitar_run_3

• Dataset size: 33.11 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,734
'checkpoint_01'	1,625
'checkpoint_02'	1,569
'checkpoint_03'	1,491
'checkpoint_04'	1,447
'checkpoint_05'	1,515
'checkpoint_06'	1,521
'checkpoint_07'	1,512
'checkpoint_08'	1,540
'checkpoint_09'	1,509
'checkpoint_10'	1,513
'checkpoint_11'	1,523
'checkpoint_12'	1,519
'checkpoint_13'	1,498
'checkpoint_14'	1,512
'checkpoint_15'	1,506
'checkpoint_16'	1,482
'checkpoint_17'	1,485
'checkpoint_18'	1,508
'checkpoint_19'	1,517
'checkpoint_20'	1,514
'checkpoint_21'	1,486
'checkpoint_22'	1,482
'checkpoint_23'	1,515
'checkpoint_24'	1,513
'checkpoint_25'	1,503
'checkpoint_26'	1,509
'checkpoint_27'	1,500
'checkpoint_28'	1,499
'checkpoint_29'	1,500
'checkpoint_30'	1,512
'checkpoint_31'	1,474
'checkpoint_32'	1,485
'checkpoint_33'	1,485
'checkpoint_34'	1,473
'checkpoint_35'	1,512
'checkpoint_36'	1,507
'checkpoint_37'	1,523
'checkpoint_38'	1,555
'checkpoint_39'	1,509
'checkpoint_40'	1,515
'checkpoint_41'	1,521
'checkpoint_42'	1,514
'checkpoint_43'	1,504
'checkpoint_44'	1,514
'checkpoint_45'	1,533
'checkpoint_46'	1,526
'checkpoint_47'	1,545
'checkpoint_48'	1,508

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Gravitar_run_4

• Dataset size: 33.16 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,716
'checkpoint_01'	1,614
'checkpoint_02'	1,538
'checkpoint_03'	1,461
'checkpoint_04'	1,477
'checkpoint_05'	1,503
'checkpoint_06'	1,548
'checkpoint_07'	1,563
'checkpoint_08'	1,530
'checkpoint_09'	1,546
'checkpoint_10'	1,525
'checkpoint_11'	1,523
'checkpoint_12'	1,515
'checkpoint_13'	1,516
'checkpoint_14'	1,512
'checkpoint_15'	1,536
'checkpoint_16'	1,514
'checkpoint_17'	1,542
'checkpoint_18'	1,511
'checkpoint_19'	1,507
'checkpoint_20'	1,513
'checkpoint_21'	1,550
'checkpoint_22'	1,501
'checkpoint_23'	1,499
'checkpoint_24'	1,514
'checkpoint_25'	1,503
'checkpoint_26'	1,513
'checkpoint_27'	1,527
'checkpoint_28'	1,507
'checkpoint_29'	1,514
'checkpoint_30'	1,514
'checkpoint_31'	1,494
'checkpoint_32'	1,504
'checkpoint_33'	1,488
'checkpoint_34'	1,520
'checkpoint_35'	1,515
'checkpoint_36'	1,522
'checkpoint_37'	1,522
'checkpoint_38'	1,513
'checkpoint_39'	1,528
'checkpoint_40'	1,547
'checkpoint_41'	1,527
'checkpoint_42'	1,526
'checkpoint_43'	1,530
'checkpoint_44'	1,569
'checkpoint_45'	1,542
'checkpoint_46'	1,537
'checkpoint_47'	1,511
'checkpoint_48'	1,519

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Gravitar_run_5

• Dataset size: 33.48 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,722
'checkpoint_01'	1,589
'checkpoint_02'	1,532
'checkpoint_03'	1,469
'checkpoint_04'	1,481
'checkpoint_05'	1,470
'checkpoint_06'	1,486
'checkpoint_07'	1,506
'checkpoint_08'	1,518
'checkpoint_09'	1,546
'checkpoint_10'	1,506
'checkpoint_11'	1,543
'checkpoint_12'	1,531
'checkpoint_13'	1,540
'checkpoint_14'	1,527
'checkpoint_15'	1,531
'checkpoint_16'	1,535
'checkpoint_17'	1,512
'checkpoint_18'	1,515
'checkpoint_19'	1,506
'checkpoint_20'	1,538
'checkpoint_21'	1,529
'checkpoint_22'	1,526
'checkpoint_23'	1,505
'checkpoint_24'	1,447
'checkpoint_25'	1,464
'checkpoint_26'	1,460
'checkpoint_27'	1,494
'checkpoint_28'	1,508
'checkpoint_29'	1,480
'checkpoint_30'	1,471
'checkpoint_31'	1,488
'checkpoint_32'	1,521
'checkpoint_33'	1,499
'checkpoint_34'	1,475
'checkpoint_35'	1,474
'checkpoint_36'	1,527
'checkpoint_37'	1,496
'checkpoint_38'	1,501
'checkpoint_39'	1,538
'checkpoint_40'	1,488
'checkpoint_41'	1,495
'checkpoint_42'	1,501
'checkpoint_43'	1,507
'checkpoint_44'	1,512
'checkpoint_45'	1,515
'checkpoint_46'	1,516
'checkpoint_47'	1,503
'checkpoint_48'	1,500

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Hero_run_1

• Dataset size: 46.65 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,016
'checkpoint_01'	574
'checkpoint_02'	700
'checkpoint_03'	700
'checkpoint_04'	831
'checkpoint_05'	982
'checkpoint_06'	1,099
'checkpoint_07'	1,202
'checkpoint_08'	923
'checkpoint_09'	814
'checkpoint_10'	619
'checkpoint_11'	580
'checkpoint_12'	544
'checkpoint_13'	724
'checkpoint_14'	711
'checkpoint_15'	782
'checkpoint_16'	826
'checkpoint_17'	793
'checkpoint_18'	832
'checkpoint_19'	865
'checkpoint_20'	869
'checkpoint_21'	910
'checkpoint_22'	903
'checkpoint_23'	908
'checkpoint_24'	969
'checkpoint_25'	951
'checkpoint_26'	947
'checkpoint_27'	975
'checkpoint_28'	944
'checkpoint_29'	911
'checkpoint_30'	773
'checkpoint_31'	722
'checkpoint_32'	729
'checkpoint_33'	785
'checkpoint_34'	780
'checkpoint_35'	819
'checkpoint_36'	900
'checkpoint_37'	921
'checkpoint_38'	990
'checkpoint_39'	943
'checkpoint_40'	847
'checkpoint_41'	819
'checkpoint_42'	833
'checkpoint_43'	838
'checkpoint_44'	623
'checkpoint_45'	796
'checkpoint_46'	723
'checkpoint_47'	741
'checkpoint_48'	733
'checkpoint_49'	742

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Hero_run_2

• Dataset size: 46.45 GiB

• Splits:

Split	Examples
'checkpoint_00'	982
'checkpoint_01'	569
'checkpoint_02'	586
'checkpoint_03'	740
'checkpoint_04'	770
'checkpoint_05'	982
'checkpoint_06'	852
'checkpoint_07'	935
'checkpoint_08'	1,124
'checkpoint_09'	882
'checkpoint_10'	571
'checkpoint_11'	596
'checkpoint_12'	622
'checkpoint_13'	625
'checkpoint_14'	650
'checkpoint_15'	745
'checkpoint_16'	831
'checkpoint_17'	737
'checkpoint_18'	841
'checkpoint_19'	896
'checkpoint_20'	857
'checkpoint_21'	918
'checkpoint_22'	923
'checkpoint_23'	925
'checkpoint_24'	841
'checkpoint_25'	799
'checkpoint_26'	805
'checkpoint_27'	775
'checkpoint_28'	736
'checkpoint_29'	704
'checkpoint_30'	743
'checkpoint_31'	374
'checkpoint_32'	399
'checkpoint_33'	559
'checkpoint_34'	738
'checkpoint_35'	702
'checkpoint_36'	678
'checkpoint_37'	448
'checkpoint_38'	622
'checkpoint_39'	607
'checkpoint_40'	546
'checkpoint_41'	580
'checkpoint_42'	632
'checkpoint_43'	673
'checkpoint_44'	730
'checkpoint_45'	757
'checkpoint_46'	762
'checkpoint_47'	776
'checkpoint_48'	770
'checkpoint_49'	765

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Hero_run_3

• Dataset size: 46.66 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,017
'checkpoint_01'	518
'checkpoint_02'	621
'checkpoint_03'	758
'checkpoint_04'	870
'checkpoint_05'	1,056
'checkpoint_06'	715
'checkpoint_07'	702
'checkpoint_08'	572
'checkpoint_09'	553
'checkpoint_10'	586
'checkpoint_11'	704
'checkpoint_12'	802
'checkpoint_13'	896
'checkpoint_14'	907
'checkpoint_15'	931
'checkpoint_16'	919
'checkpoint_17'	920
'checkpoint_18'	853
'checkpoint_19'	946
'checkpoint_20'	912
'checkpoint_21'	827
'checkpoint_22'	801
'checkpoint_23'	880
'checkpoint_24'	853
'checkpoint_25'	898
'checkpoint_26'	899
'checkpoint_27'	906
'checkpoint_28'	943
'checkpoint_29'	923
'checkpoint_30'	964
'checkpoint_31'	952
'checkpoint_32'	944
'checkpoint_33'	962
'checkpoint_34'	945
'checkpoint_35'	951
'checkpoint_36'	968
'checkpoint_37'	901
'checkpoint_38'	831
'checkpoint_39'	862
'checkpoint_40'	610
'checkpoint_41'	623
'checkpoint_42'	734
'checkpoint_43'	675
'checkpoint_44'	797
'checkpoint_45'	755
'checkpoint_46'	772
'checkpoint_47'	686
'checkpoint_48'	605
'checkpoint_49'	700

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Hero_run_4

• Dataset size: 46.67 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,173
'checkpoint_01'	558
'checkpoint_02'	593
'checkpoint_03'	640
'checkpoint_04'	635
'checkpoint_05'	671
'checkpoint_06'	775
'checkpoint_07'	866
'checkpoint_08'	906
'checkpoint_09'	1,072
'checkpoint_10'	594
'checkpoint_11'	740
'checkpoint_12'	606
'checkpoint_13'	574
'checkpoint_14'	706
'checkpoint_15'	749
'checkpoint_16'	819
'checkpoint_17'	893
'checkpoint_18'	912
'checkpoint_19'	932
'checkpoint_20'	842
'checkpoint_21'	864
'checkpoint_22'	818
'checkpoint_23'	859
'checkpoint_24'	900
'checkpoint_25'	915
'checkpoint_26'	809
'checkpoint_27'	828
'checkpoint_28'	893
'checkpoint_29'	934
'checkpoint_30'	952
'checkpoint_31'	984
'checkpoint_32'	966
'checkpoint_33'	948
'checkpoint_34'	929
'checkpoint_35'	876
'checkpoint_36'	821
'checkpoint_37'	861
'checkpoint_38'	907
'checkpoint_39'	908
'checkpoint_40'	917
'checkpoint_41'	779
'checkpoint_42'	847
'checkpoint_43'	545
'checkpoint_44'	592
'checkpoint_45'	701
'checkpoint_46'	920
'checkpoint_47'	800
'checkpoint_48'	753
'checkpoint_49'	675

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Hero_run_5

• Dataset size: 46.74 GiB

• Splits:

Split	Examples
'checkpoint_00'	953
'checkpoint_01'	742
'checkpoint_02'	663
'checkpoint_03'	844
'checkpoint_04'	861
'checkpoint_05'	1,170
'checkpoint_06'	843
'checkpoint_07'	672
'checkpoint_08'	590
'checkpoint_09'	539
'checkpoint_10'	690
'checkpoint_11'	656
'checkpoint_12'	687
'checkpoint_13'	667
'checkpoint_14'	870
'checkpoint_15'	877
'checkpoint_16'	909
'checkpoint_17'	972
'checkpoint_18'	957
'checkpoint_19'	978
'checkpoint_20'	753
'checkpoint_21'	857
'checkpoint_22'	955
'checkpoint_23'	564
'checkpoint_24'	607
'checkpoint_25'	689
'checkpoint_26'	839
'checkpoint_27'	761
'checkpoint_28'	911
'checkpoint_29'	975
'checkpoint_30'	1,015
'checkpoint_31'	1,019
'checkpoint_32'	1,022
'checkpoint_33'	996
'checkpoint_34'	980
'checkpoint_35'	966
'checkpoint_36'	991
'checkpoint_37'	975
'checkpoint_38'	995
'checkpoint_39'	981
'checkpoint_40'	988
'checkpoint_41'	986
'checkpoint_42'	971
'checkpoint_43'	1,006
'checkpoint_44'	998
'checkpoint_45'	980
'checkpoint_46'	995
'checkpoint_47'	1,010
'checkpoint_48'	995
'checkpoint_49'	987

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/IceHockey_run_1

• Dataset size: 37.09 GiB

• Splits:

Split	Examples
'checkpoint_00'	291
'checkpoint_01'	301
'checkpoint_02'	306
'checkpoint_03'	309
'checkpoint_04'	312
'checkpoint_05'	314
'checkpoint_06'	312
'checkpoint_07'	313
'checkpoint_08'	317
'checkpoint_09'	312
'checkpoint_10'	316
'checkpoint_11'	317
'checkpoint_12'	314
'checkpoint_13'	317
'checkpoint_14'	316
'checkpoint_15'	319
'checkpoint_16'	319
'checkpoint_17'	318
'checkpoint_18'	321
'checkpoint_19'	322
'checkpoint_20'	321
'checkpoint_21'	325
'checkpoint_22'	321
'checkpoint_23'	322
'checkpoint_24'	321
'checkpoint_25'	319
'checkpoint_26'	320
'checkpoint_27'	320
'checkpoint_28'	318
'checkpoint_29'	319
'checkpoint_30'	318
'checkpoint_31'	320
'checkpoint_32'	318
'checkpoint_33'	316
'checkpoint_34'	315
'checkpoint_35'	314
'checkpoint_36'	313
'checkpoint_37'	313
'checkpoint_38'	310
'checkpoint_39'	309
'checkpoint_40'	307
'checkpoint_41'	306
'checkpoint_42'	310
'checkpoint_43'	306
'checkpoint_44'	306
'checkpoint_45'	304
'checkpoint_46'	300
'checkpoint_47'	293
'checkpoint_48'	287
'checkpoint_49'	286

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/IceHockey_run_2

• Dataset size: 37.09 GiB

• Splits:

Split	Examples
'checkpoint_00'	291
'checkpoint_01'	299
'checkpoint_02'	308
'checkpoint_03'	306
'checkpoint_04'	310
'checkpoint_05'	316
'checkpoint_06'	313
'checkpoint_07'	312
'checkpoint_08'	315
'checkpoint_09'	314
'checkpoint_10'	315
'checkpoint_11'	318
'checkpoint_12'	319
'checkpoint_13'	319
'checkpoint_14'	320
'checkpoint_15'	319
'checkpoint_16'	321
'checkpoint_17'	318
'checkpoint_18'	319
'checkpoint_19'	321
'checkpoint_20'	320
'checkpoint_21'	319
'checkpoint_22'	323
'checkpoint_23'	321
'checkpoint_24'	320
'checkpoint_25'	318
'checkpoint_26'	319
'checkpoint_27'	319
'checkpoint_28'	317
'checkpoint_29'	318
'checkpoint_30'	316
'checkpoint_31'	316
'checkpoint_32'	316
'checkpoint_33'	316
'checkpoint_34'	314
'checkpoint_35'	310
'checkpoint_36'	311
'checkpoint_37'	308
'checkpoint_38'	307
'checkpoint_39'	305
'checkpoint_40'	307
'checkpoint_41'	307
'checkpoint_42'	307
'checkpoint_43'	306
'checkpoint_44'	305
'checkpoint_45'	303
'checkpoint_46'	299
'checkpoint_47'	301
'checkpoint_48'	295
'checkpoint_49'	294

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/IceHockey_run_3

• Dataset size: 37.18 GiB

• Splits:

Split	Examples
'checkpoint_00'	292
'checkpoint_01'	295
'checkpoint_02'	303
'checkpoint_03'	307
'checkpoint_04'	309
'checkpoint_05'	314
'checkpoint_06'	315
'checkpoint_07'	311
'checkpoint_08'	315
'checkpoint_09'	316
'checkpoint_10'	317
'checkpoint_11'	321
'checkpoint_12'	318
'checkpoint_13'	317
'checkpoint_14'	318
'checkpoint_15'	316
'checkpoint_16'	320
'checkpoint_17'	319
'checkpoint_18'	318
'checkpoint_19'	318
'checkpoint_20'	322
'checkpoint_21'	319
'checkpoint_22'	317
'checkpoint_23'	314
'checkpoint_24'	313
'checkpoint_25'	309
'checkpoint_26'	307
'checkpoint_27'	307
'checkpoint_28'	301
'checkpoint_29'	299
'checkpoint_30'	297
'checkpoint_31'	298
'checkpoint_32'	293
'checkpoint_33'	295
'checkpoint_34'	291
'checkpoint_35'	291
'checkpoint_36'	290
'checkpoint_37'	288
'checkpoint_38'	285
'checkpoint_39'	287
'checkpoint_40'	284
'checkpoint_41'	284
'checkpoint_42'	285
'checkpoint_43'	282
'checkpoint_44'	286
'checkpoint_45'	287
'checkpoint_46'	288
'checkpoint_47'	286
'checkpoint_48'	285
'checkpoint_49'	283

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/IceHockey_run_4

• Dataset size: 37.16 GiB

• Splits:

Split	Examples
'checkpoint_00'	292
'checkpoint_01'	299
'checkpoint_02'	307
'checkpoint_03'	312
'checkpoint_04'	313
'checkpoint_05'	314
'checkpoint_06'	316
'checkpoint_07'	315
'checkpoint_08'	314
'checkpoint_09'	316
'checkpoint_10'	315
'checkpoint_11'	315
'checkpoint_12'	317
'checkpoint_13'	315
'checkpoint_14'	316
'checkpoint_15'	316
'checkpoint_16'	319
'checkpoint_17'	319
'checkpoint_18'	319
'checkpoint_19'	316
'checkpoint_20'	315
'checkpoint_21'	319
'checkpoint_22'	317
'checkpoint_23'	317
'checkpoint_24'	315
'checkpoint_25'	313
'checkpoint_26'	314
'checkpoint_27'	315
'checkpoint_28'	313
'checkpoint_29'	310
'checkpoint_30'	312
'checkpoint_31'	310
'checkpoint_32'	312
'checkpoint_33'	308
'checkpoint_34'	309
'checkpoint_35'	305
'checkpoint_36'	304
'checkpoint_37'	302
'checkpoint_38'	298
'checkpoint_39'	298
'checkpoint_40'	296
'checkpoint_41'	294
'checkpoint_42'	290
'checkpoint_43'	289
'checkpoint_44'	287
'checkpoint_45'	283
'checkpoint_46'	285
'checkpoint_47'	282
'checkpoint_48'	282
'checkpoint_49'	283

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/IceHockey_run_5

• Dataset size: 37.18 GiB

• Splits:

Split	Examples
'checkpoint_00'	290
'checkpoint_01'	297
'checkpoint_02'	308
'checkpoint_03'	308
'checkpoint_04'	309
'checkpoint_05'	308
'checkpoint_06'	308
'checkpoint_07'	310
'checkpoint_08'	312
'checkpoint_09'	312
'checkpoint_10'	315
'checkpoint_11'	314
'checkpoint_12'	312
'checkpoint_13'	314
'checkpoint_14'	317
'checkpoint_15'	315
'checkpoint_16'	316
'checkpoint_17'	314
'checkpoint_18'	314
'checkpoint_19'	317
'checkpoint_20'	321
'checkpoint_21'	316
'checkpoint_22'	312
'checkpoint_23'	312
'checkpoint_24'	309
'checkpoint_25'	313
'checkpoint_26'	313
'checkpoint_27'	311
'checkpoint_28'	309
'checkpoint_29'	309
'checkpoint_30'	308
'checkpoint_31'	309
'checkpoint_32'	307
'checkpoint_33'	311
'checkpoint_34'	306
'checkpoint_35'	306
'checkpoint_36'	303
'checkpoint_37'	303
'checkpoint_38'	297
'checkpoint_39'	297
'checkpoint_40'	298
'checkpoint_41'	294
'checkpoint_42'	292
'checkpoint_43'	294
'checkpoint_44'	291
'checkpoint_45'	289
'checkpoint_46'	288
'checkpoint_47'	285
'checkpoint_48'	287
'checkpoint_49'	287

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Jamesbond_run_1

• Dataset size: 35.02 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,753
'checkpoint_01'	1,499
'checkpoint_02'	1,356
'checkpoint_03'	1,204
'checkpoint_04'	969
'checkpoint_05'	867
'checkpoint_06'	878
'checkpoint_07'	838
'checkpoint_08'	832
'checkpoint_09'	867
'checkpoint_10'	788
'checkpoint_11'	736
'checkpoint_12'	683
'checkpoint_13'	640
'checkpoint_14'	608
'checkpoint_15'	612
'checkpoint_16'	614
'checkpoint_17'	597
'checkpoint_18'	596
'checkpoint_19'	585
'checkpoint_20'	580
'checkpoint_21'	587
'checkpoint_22'	582
'checkpoint_23'	587
'checkpoint_24'	581
'checkpoint_25'	578
'checkpoint_26'	586
'checkpoint_27'	583
'checkpoint_28'	583
'checkpoint_29'	580
'checkpoint_30'	570
'checkpoint_31'	568
'checkpoint_32'	582
'checkpoint_33'	582
'checkpoint_34'	575
'checkpoint_35'	568
'checkpoint_36'	575
'checkpoint_37'	568
'checkpoint_38'	572
'checkpoint_39'	575
'checkpoint_40'	575
'checkpoint_41'	573
'checkpoint_42'	577
'checkpoint_43'	571
'checkpoint_44'	573
'checkpoint_45'	566
'checkpoint_46'	570
'checkpoint_47'	568
'checkpoint_48'	567
'checkpoint_49'	567

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Jamesbond_run_2

• Dataset size: 35.04 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,766
'checkpoint_01'	1,568
'checkpoint_02'	1,412
'checkpoint_03'	1,138
'checkpoint_04'	879
'checkpoint_05'	836
'checkpoint_06'	697
'checkpoint_07'	818
'checkpoint_08'	816
'checkpoint_09'	753
'checkpoint_10'	721
'checkpoint_11'	717
'checkpoint_12'	641
'checkpoint_13'	704
'checkpoint_14'	672
'checkpoint_15'	670
'checkpoint_16'	691
'checkpoint_17'	679
'checkpoint_18'	696
'checkpoint_19'	712
'checkpoint_20'	670
'checkpoint_21'	693
'checkpoint_22'	691
'checkpoint_23'	709
'checkpoint_24'	697
'checkpoint_25'	677
'checkpoint_26'	696
'checkpoint_27'	679
'checkpoint_28'	671
'checkpoint_29'	675
'checkpoint_30'	664
'checkpoint_31'	661
'checkpoint_32'	644
'checkpoint_33'	680
'checkpoint_34'	653
'checkpoint_35'	639
'checkpoint_36'	664
'checkpoint_37'	660
'checkpoint_38'	657
'checkpoint_39'	664
'checkpoint_40'	666
'checkpoint_41'	672
'checkpoint_42'	670
'checkpoint_43'	670
'checkpoint_44'	661
'checkpoint_45'	677
'checkpoint_46'	673
'checkpoint_47'	681
'checkpoint_48'	656
'checkpoint_49'	671

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Jamesbond_run_3

• Dataset size: 35.19 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,706
'checkpoint_01'	1,430
'checkpoint_02'	1,352
'checkpoint_03'	1,326
'checkpoint_04'	864
'checkpoint_05'	739
'checkpoint_06'	730
'checkpoint_07'	692
'checkpoint_08'	682
'checkpoint_09'	664
'checkpoint_10'	638
'checkpoint_11'	626
'checkpoint_12'	613
'checkpoint_13'	598
'checkpoint_14'	607
'checkpoint_15'	606
'checkpoint_16'	605
'checkpoint_17'	593
'checkpoint_18'	591
'checkpoint_19'	593
'checkpoint_20'	572
'checkpoint_21'	570
'checkpoint_22'	566
'checkpoint_23'	551
'checkpoint_24'	556
'checkpoint_25'	563
'checkpoint_26'	568
'checkpoint_27'	555
'checkpoint_28'	565
'checkpoint_29'	592
'checkpoint_30'	594
'checkpoint_31'	603
'checkpoint_32'	588
'checkpoint_33'	593
'checkpoint_34'	624
'checkpoint_35'	597
'checkpoint_36'	617
'checkpoint_37'	614
'checkpoint_38'	610
'checkpoint_39'	604
'checkpoint_40'	608
'checkpoint_41'	600
'checkpoint_42'	593
'checkpoint_43'	593
'checkpoint_44'	594
'checkpoint_45'	594
'checkpoint_46'	599
'checkpoint_47'	594
'checkpoint_48'	582
'checkpoint_49'	577

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Jamesbond_run_4

• Dataset size: 34.99 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,695
'checkpoint_01'	1,510
'checkpoint_02'	1,423
'checkpoint_03'	1,250
'checkpoint_04'	966
'checkpoint_05'	909
'checkpoint_06'	913
'checkpoint_07'	850
'checkpoint_08'	845
'checkpoint_09'	778
'checkpoint_10'	716
'checkpoint_11'	690
'checkpoint_12'	669
'checkpoint_13'	650
'checkpoint_14'	643
'checkpoint_15'	642
'checkpoint_16'	624
'checkpoint_17'	626
'checkpoint_18'	615
'checkpoint_19'	611
'checkpoint_20'	617
'checkpoint_21'	615
'checkpoint_22'	608
'checkpoint_23'	598
'checkpoint_24'	591
'checkpoint_25'	589
'checkpoint_26'	592
'checkpoint_27'	595
'checkpoint_28'	597
'checkpoint_29'	596
'checkpoint_30'	591
'checkpoint_31'	587
'checkpoint_32'	581
'checkpoint_33'	574
'checkpoint_34'	576
'checkpoint_35'	579
'checkpoint_36'	580
'checkpoint_37'	587
'checkpoint_38'	573
'checkpoint_39'	574
'checkpoint_40'	580
'checkpoint_41'	576
'checkpoint_42'	574
'checkpoint_43'	584
'checkpoint_44'	587
'checkpoint_45'	589
'checkpoint_46'	588
'checkpoint_47'	588
'checkpoint_48'	579
'checkpoint_49'	582

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Jamesbond_run_5

• Dataset size: 35.11 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,684
'checkpoint_01'	1,478
'checkpoint_02'	1,293
'checkpoint_03'	1,067
'checkpoint_04'	977
'checkpoint_05'	918
'checkpoint_06'	807
'checkpoint_07'	710
'checkpoint_08'	661
'checkpoint_09'	637
'checkpoint_10'	622
'checkpoint_11'	622
'checkpoint_12'	615
'checkpoint_13'	614
'checkpoint_14'	606
'checkpoint_15'	598
'checkpoint_16'	596
'checkpoint_17'	595
'checkpoint_18'	586
'checkpoint_19'	587
'checkpoint_20'	588
'checkpoint_21'	581
'checkpoint_22'	584
'checkpoint_23'	581
'checkpoint_24'	584
'checkpoint_25'	592
'checkpoint_26'	583
'checkpoint_27'	581
'checkpoint_28'	585
'checkpoint_29'	584
'checkpoint_30'	578
'checkpoint_31'	575
'checkpoint_32'	579
'checkpoint_33'	578
'checkpoint_34'	579
'checkpoint_35'	581
'checkpoint_36'	585
'checkpoint_37'	577
'checkpoint_38'	570
'checkpoint_39'	568
'checkpoint_40'	574
'checkpoint_41'	572
'checkpoint_42'	567
'checkpoint_43'	571
'checkpoint_44'	571
'checkpoint_45'	571
'checkpoint_46'	573
'checkpoint_47'	567
'checkpoint_48'	570
'checkpoint_49'	557

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Kangaroo_run_1

• Dataset size: 55.07 GiB

• Splits:

Split	Examples
'checkpoint_00'	2,215
'checkpoint_01'	1,974
'checkpoint_02'	1,723
'checkpoint_03'	1,497
'checkpoint_04'	1,164
'checkpoint_05'	1,053
'checkpoint_06'	829
'checkpoint_07'	634
'checkpoint_08'	625
'checkpoint_09'	521
'checkpoint_10'	443
'checkpoint_11'	417
'checkpoint_12'	393
'checkpoint_13'	359
'checkpoint_14'	338
'checkpoint_15'	325
'checkpoint_16'	324
'checkpoint_17'	314
'checkpoint_18'	316
'checkpoint_19'	314
'checkpoint_20'	309
'checkpoint_21'	317
'checkpoint_22'	313
'checkpoint_23'	317
'checkpoint_24'	305
'checkpoint_25'	299
'checkpoint_26'	309
'checkpoint_27'	312
'checkpoint_28'	327
'checkpoint_29'	333
'checkpoint_30'	345
'checkpoint_31'	345
'checkpoint_32'	332
'checkpoint_33'	338
'checkpoint_34'	322
'checkpoint_35'	337
'checkpoint_36'	322
'checkpoint_37'	338
'checkpoint_38'	333
'checkpoint_39'	333
'checkpoint_40'	319
'checkpoint_41'	339
'checkpoint_42'	354
'checkpoint_43'	380
'checkpoint_44'	338
'checkpoint_45'	339
'checkpoint_46'	351
'checkpoint_47'	322
'checkpoint_48'	363
'checkpoint_49'	379

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Kangaroo_run_2

• Dataset size: 54.60 GiB

• Splits:

Split	Examples
'checkpoint_00'	2,089
'checkpoint_01'	1,906
'checkpoint_02'	1,818
'checkpoint_03'	1,765
'checkpoint_04'	1,527
'checkpoint_05'	1,159
'checkpoint_06'	974
'checkpoint_07'	879
'checkpoint_08'	734
'checkpoint_09'	635
'checkpoint_10'	570
'checkpoint_11'	444
'checkpoint_12'	442
'checkpoint_13'	375
'checkpoint_14'	369
'checkpoint_15'	387
'checkpoint_16'	327
'checkpoint_17'	299
'checkpoint_18'	321
'checkpoint_19'	298
'checkpoint_20'	292
'checkpoint_21'	297
'checkpoint_22'	293
'checkpoint_23'	291
'checkpoint_24'	285
'checkpoint_25'	287
'checkpoint_26'	292
'checkpoint_27'	295
'checkpoint_28'	296
'checkpoint_29'	299
'checkpoint_30'	283
'checkpoint_31'	288
'checkpoint_32'	301
'checkpoint_33'	295
'checkpoint_34'	297
'checkpoint_35'	315
'checkpoint_36'	305
'checkpoint_37'	309
'checkpoint_38'	297
'checkpoint_39'	319
'checkpoint_40'	317
'checkpoint_41'	298
'checkpoint_42'	315
'checkpoint_43'	327
'checkpoint_44'	345
'checkpoint_45'	329
'checkpoint_46'	329
'checkpoint_47'	306
'checkpoint_48'	309
'checkpoint_49'	299

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Kangaroo_run_3

• Dataset size: 54.54 GiB

• Splits:

Split	Examples
'checkpoint_00'	2,112
'checkpoint_01'	1,959
'checkpoint_02'	1,772
'checkpoint_03'	1,740
'checkpoint_04'	1,677
'checkpoint_05'	1,477
'checkpoint_06'	1,293
'checkpoint_07'	1,175
'checkpoint_08'	952
'checkpoint_09'	767
'checkpoint_10'	533
'checkpoint_11'	455
'checkpoint_12'	424
'checkpoint_13'	396
'checkpoint_14'	433
'checkpoint_15'	360
'checkpoint_16'	311
'checkpoint_17'	309
'checkpoint_18'	319
'checkpoint_19'	318
'checkpoint_20'	305
'checkpoint_21'	292
'checkpoint_22'	292
'checkpoint_23'	293
'checkpoint_24'	297
'checkpoint_25'	293
'checkpoint_26'	287
'checkpoint_27'	286
'checkpoint_28'	290
'checkpoint_29'	294
'checkpoint_30'	296
'checkpoint_31'	330
'checkpoint_32'	312
'checkpoint_33'	327
'checkpoint_34'	337
'checkpoint_35'	345
'checkpoint_36'	366
'checkpoint_37'	365
'checkpoint_38'	351
'checkpoint_39'	365
'checkpoint_40'	355
'checkpoint_41'	360
'checkpoint_42'	360
'checkpoint_43'	360
'checkpoint_44'	364
'checkpoint_45'	363
'checkpoint_46'	360
'checkpoint_47'	361
'checkpoint_48'	352
'checkpoint_49'	344

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Kangaroo_run_4

• Dataset size: 55.21 GiB

• Splits:

Split	Examples
'checkpoint_00'	2,083
'checkpoint_01'	1,927
'checkpoint_02'	1,739
'checkpoint_03'	1,540
'checkpoint_04'	1,365
'checkpoint_05'	1,130
'checkpoint_06'	900
'checkpoint_07'	680
'checkpoint_08'	506
'checkpoint_09'	438
'checkpoint_10'	418
'checkpoint_11'	341
'checkpoint_12'	312
'checkpoint_13'	298
'checkpoint_14'	296
'checkpoint_15'	295
'checkpoint_16'	290
'checkpoint_17'	295
'checkpoint_18'	296
'checkpoint_19'	288
'checkpoint_20'	288
'checkpoint_21'	287
'checkpoint_22'	293
'checkpoint_23'	297
'checkpoint_24'	301
'checkpoint_25'	290
'checkpoint_26'	295
'checkpoint_27'	297
'checkpoint_28'	303
'checkpoint_29'	299
'checkpoint_30'	300
'checkpoint_31'	303
'checkpoint_32'	298
'checkpoint_33'	305
'checkpoint_34'	300
'checkpoint_35'	306
'checkpoint_36'	307
'checkpoint_37'	291
'checkpoint_38'	298
'checkpoint_39'	297
'checkpoint_40'	300
'checkpoint_41'	303
'checkpoint_42'	306
'checkpoint_43'	303
'checkpoint_44'	307
'checkpoint_45'	310
'checkpoint_46'	326
'checkpoint_47'	313
'checkpoint_48'	312
'checkpoint_49'	323

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Kangaroo_run_5

• Dataset size: 54.37 GiB

• Splits:

Split	Examples
'checkpoint_00'	2,031
'checkpoint_01'	1,874
'checkpoint_02'	1,744
'checkpoint_03'	1,643
'checkpoint_04'	1,311
'checkpoint_05'	1,050
'checkpoint_06'	789
'checkpoint_07'	553
'checkpoint_08'	503
'checkpoint_09'	421
'checkpoint_10'	466
'checkpoint_11'	438
'checkpoint_12'	398
'checkpoint_13'	388
'checkpoint_14'	369
'checkpoint_15'	407
'checkpoint_16'	398
'checkpoint_17'	433
'checkpoint_18'	388
'checkpoint_19'	369
'checkpoint_20'	345
'checkpoint_21'	317
'checkpoint_22'	314
'checkpoint_23'	311
'checkpoint_24'	312
'checkpoint_25'	299
'checkpoint_26'	305
'checkpoint_27'	312
'checkpoint_28'	309
'checkpoint_29'	329
'checkpoint_30'	327
'checkpoint_31'	316
'checkpoint_32'	340
'checkpoint_33'	310
'checkpoint_34'	310
'checkpoint_35'	320
'checkpoint_36'	323
'checkpoint_37'	306
'checkpoint_38'	302
'checkpoint_39'	304
'checkpoint_40'	312
'checkpoint_41'	310
'checkpoint_42'	317
'checkpoint_43'	317
'checkpoint_44'	342
'checkpoint_45'	351
'checkpoint_46'	327
'checkpoint_47'	337
'checkpoint_48'	335
'checkpoint_49'	336

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Krull_run_1

• Dataset size: 90.36 GiB

• Splits:

Split	Examples
'checkpoint_00'	677
'checkpoint_01'	709
'checkpoint_02'	760
'checkpoint_03'	771
'checkpoint_04'	779
'checkpoint_05'	766
'checkpoint_06'	760
'checkpoint_07'	769
'checkpoint_08'	766
'checkpoint_09'	762
'checkpoint_10'	764
'checkpoint_11'	763
'checkpoint_12'	760
'checkpoint_13'	757
'checkpoint_14'	758
'checkpoint_15'	758
'checkpoint_16'	765
'checkpoint_17'	757
'checkpoint_18'	764
'checkpoint_19'	768
'checkpoint_20'	772
'checkpoint_21'	767
'checkpoint_22'	764
'checkpoint_23'	764
'checkpoint_24'	770
'checkpoint_25'	762
'checkpoint_26'	764
'checkpoint_27'	763
'checkpoint_28'	759
'checkpoint_29'	765
'checkpoint_30'	762
'checkpoint_31'	753
'checkpoint_32'	757
'checkpoint_33'	755
'checkpoint_34'	766
'checkpoint_35'	767
'checkpoint_36'	765
'checkpoint_37'	761
'checkpoint_38'	763
'checkpoint_39'	760
'checkpoint_40'	761
'checkpoint_41'	754
'checkpoint_42'	763
'checkpoint_43'	764
'checkpoint_44'	754
'checkpoint_45'	763
'checkpoint_46'	764
'checkpoint_47'	759
'checkpoint_48'	756
'checkpoint_49'	759

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Krull_run_2

• Dataset size: 90.41 GiB

• Splits:

Split	Examples
'checkpoint_00'	678
'checkpoint_01'	720
'checkpoint_02'	765
'checkpoint_03'	767
'checkpoint_04'	765
'checkpoint_05'	772
'checkpoint_06'	760
'checkpoint_07'	762
'checkpoint_08'	772
'checkpoint_09'	767
'checkpoint_10'	769
'checkpoint_11'	759
'checkpoint_12'	768
'checkpoint_13'	760
'checkpoint_14'	767
'checkpoint_15'	773
'checkpoint_16'	767
'checkpoint_17'	758
'checkpoint_18'	754
'checkpoint_19'	768
'checkpoint_20'	766
'checkpoint_21'	759
'checkpoint_22'	766
'checkpoint_23'	760
'checkpoint_24'	759
'checkpoint_25'	764
'checkpoint_26'	765
'checkpoint_27'	762
'checkpoint_28'	760
'checkpoint_29'	759
'checkpoint_30'	765
'checkpoint_31'	760
'checkpoint_32'	761
'checkpoint_33'	760
'checkpoint_34'	763
'checkpoint_35'	761
'checkpoint_36'	770
'checkpoint_37'	768
'checkpoint_38'	758
'checkpoint_39'	757
'checkpoint_40'	763
'checkpoint_41'	761
'checkpoint_42'	763
'checkpoint_43'	762
'checkpoint_44'	752
'checkpoint_45'	756
'checkpoint_46'	764
'checkpoint_47'	757
'checkpoint_48'	760
'checkpoint_49'	759

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Krull_run_3

• Dataset size: 90.27 GiB

• Splits:

Split	Examples
'checkpoint_00'	699
'checkpoint_01'	731
'checkpoint_02'	777
'checkpoint_03'	777
'checkpoint_04'	769
'checkpoint_05'	770
'checkpoint_06'	770
'checkpoint_07'	768
'checkpoint_08'	776
'checkpoint_09'	779
'checkpoint_10'	764
'checkpoint_11'	766
'checkpoint_12'	768
'checkpoint_13'	774
'checkpoint_14'	757
'checkpoint_15'	762
'checkpoint_16'	767
'checkpoint_17'	770
'checkpoint_18'	774
'checkpoint_19'	768
'checkpoint_20'	767
'checkpoint_21'	764
'checkpoint_22'	776
'checkpoint_23'	756
'checkpoint_24'	765
'checkpoint_25'	758
'checkpoint_26'	762
'checkpoint_27'	769
'checkpoint_28'	760
'checkpoint_29'	771
'checkpoint_30'	767
'checkpoint_31'	759
'checkpoint_32'	764
'checkpoint_33'	766
'checkpoint_34'	771
'checkpoint_35'	767
'checkpoint_36'	763
'checkpoint_37'	766
'checkpoint_38'	766
'checkpoint_39'	756
'checkpoint_40'	761
'checkpoint_41'	754
'checkpoint_42'	764
'checkpoint_43'	764
'checkpoint_44'	759
'checkpoint_45'	764
'checkpoint_46'	765
'checkpoint_47'	761
'checkpoint_48'	768
'checkpoint_49'	765

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Krull_run_4

• Dataset size: 90.38 GiB

• Splits:

Split	Examples
'checkpoint_00'	631
'checkpoint_01'	732
'checkpoint_02'	760
'checkpoint_03'	767
'checkpoint_04'	767
'checkpoint_05'	768
'checkpoint_06'	765
'checkpoint_07'	777
'checkpoint_08'	769
'checkpoint_09'	765
'checkpoint_10'	774
'checkpoint_11'	766
'checkpoint_12'	760
'checkpoint_13'	766
'checkpoint_14'	767
'checkpoint_15'	756
'checkpoint_16'	760
'checkpoint_17'	767
'checkpoint_18'	766
'checkpoint_19'	769
'checkpoint_20'	760
'checkpoint_21'	758
'checkpoint_22'	757
'checkpoint_23'	757
'checkpoint_24'	765
'checkpoint_25'	762
'checkpoint_26'	764
'checkpoint_27'	762
'checkpoint_28'	761
'checkpoint_29'	760
'checkpoint_30'	763
'checkpoint_31'	759
'checkpoint_32'	766
'checkpoint_33'	761
'checkpoint_34'	758
'checkpoint_35'	759
'checkpoint_36'	762
'checkpoint_37'	763
'checkpoint_38'	748
'checkpoint_39'	763
'checkpoint_40'	757
'checkpoint_41'	759
'checkpoint_42'	762
'checkpoint_43'	758
'checkpoint_44'	760
'checkpoint_45'	760
'checkpoint_46'	759
'checkpoint_47'	761
'checkpoint_48'	763
'checkpoint_49'	761

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Krull_run_5

• Dataset size: 90.39 GiB

• Splits:

Split	Examples
'checkpoint_00'	703
'checkpoint_01'	738
'checkpoint_02'	774
'checkpoint_03'	765
'checkpoint_04'	767
'checkpoint_05'	773
'checkpoint_06'	771
'checkpoint_07'	760
'checkpoint_08'	767
'checkpoint_09'	758
'checkpoint_10'	756
'checkpoint_11'	753
'checkpoint_12'	763
'checkpoint_13'	758
'checkpoint_14'	760
'checkpoint_15'	767
'checkpoint_16'	758
'checkpoint_17'	765
'checkpoint_18'	771
'checkpoint_19'	760
'checkpoint_20'	765
'checkpoint_21'	772
'checkpoint_22'	767
'checkpoint_23'	764
'checkpoint_24'	771
'checkpoint_25'	757
'checkpoint_26'	765
'checkpoint_27'	769
'checkpoint_28'	762
'checkpoint_29'	762
'checkpoint_30'	758
'checkpoint_31'	769
'checkpoint_32'	761
'checkpoint_33'	769
'checkpoint_34'	762
'checkpoint_35'	759
'checkpoint_36'	759
'checkpoint_37'	751
'checkpoint_38'	760
'checkpoint_39'	763
'checkpoint_40'	766
'checkpoint_41'	763
'checkpoint_42'	768
'checkpoint_43'	775
'checkpoint_44'	762
'checkpoint_45'	762
'checkpoint_46'	764
'checkpoint_47'	769
'checkpoint_48'	768
'checkpoint_49'	760

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/KungFuMaster_run_1

• Dataset size: 61.89 GiB

• Splits:

Split	Examples
'checkpoint_00'	899
'checkpoint_01'	451
'checkpoint_02'	386
'checkpoint_03'	390
'checkpoint_04'	398
'checkpoint_05'	372
'checkpoint_06'	365
'checkpoint_07'	368
'checkpoint_08'	361
'checkpoint_09'	364
'checkpoint_10'	368
'checkpoint_11'	371
'checkpoint_12'	376
'checkpoint_13'	371
'checkpoint_14'	371
'checkpoint_15'	372
'checkpoint_16'	369
'checkpoint_17'	378
'checkpoint_18'	385
'checkpoint_19'	389
'checkpoint_20'	392
'checkpoint_21'	378
'checkpoint_22'	384
'checkpoint_23'	383
'checkpoint_24'	393
'checkpoint_25'	389
'checkpoint_26'	383
'checkpoint_27'	387
'checkpoint_28'	399
'checkpoint_29'	396
'checkpoint_30'	403
'checkpoint_31'	391
'checkpoint_32'	388
'checkpoint_33'	381
'checkpoint_34'	386
'checkpoint_35'	395
'checkpoint_36'	382
'checkpoint_37'	381
'checkpoint_38'	368
'checkpoint_39'	373
'checkpoint_40'	373
'checkpoint_41'	359
'checkpoint_42'	363
'checkpoint_43'	369
'checkpoint_44'	364
'checkpoint_45'	364
'checkpoint_46'	367
'checkpoint_47'	363
'checkpoint_48'	356
'checkpoint_49'	346

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/KungFuMaster_run_2

• Dataset size: 61.74 GiB

• Splits:

Split	Examples
'checkpoint_00'	796
'checkpoint_01'	420
'checkpoint_02'	388
'checkpoint_03'	399
'checkpoint_04'	383
'checkpoint_05'	385
'checkpoint_06'	395
'checkpoint_07'	391
'checkpoint_08'	373
'checkpoint_09'	374
'checkpoint_10'	375
'checkpoint_11'	366
'checkpoint_12'	374
'checkpoint_13'	370
'checkpoint_14'	379
'checkpoint_15'	374
'checkpoint_16'	375
'checkpoint_17'	375
'checkpoint_18'	370
'checkpoint_19'	376
'checkpoint_20'	431
'checkpoint_21'	865
'checkpoint_22'	468
'checkpoint_23'	379
'checkpoint_24'	368
'checkpoint_25'	369
'checkpoint_26'	369
'checkpoint_27'	366
'checkpoint_28'	351
'checkpoint_29'	350
'checkpoint_30'	359
'checkpoint_31'	401
'checkpoint_32'	1,109
'checkpoint_33'	949
'checkpoint_34'	887
'checkpoint_35'	623
'checkpoint_36'	462
'checkpoint_37'	408
'checkpoint_38'	342
'checkpoint_39'	321
'checkpoint_40'	319
'checkpoint_41'	328
'checkpoint_42'	320
'checkpoint_43'	314
'checkpoint_44'	325
'checkpoint_45'	314
'checkpoint_46'	301
'checkpoint_47'	311
'checkpoint_48'	312
'checkpoint_49'	308

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/KungFuMaster_run_3

• Dataset size: 61.77 GiB

• Splits:

Split	Examples
'checkpoint_00'	770
'checkpoint_01'	410
'checkpoint_02'	396
'checkpoint_03'	377
'checkpoint_04'	381
'checkpoint_05'	377
'checkpoint_06'	380
'checkpoint_07'	378
'checkpoint_08'	369
'checkpoint_09'	367
'checkpoint_10'	359
'checkpoint_11'	359
'checkpoint_12'	360
'checkpoint_13'	365
'checkpoint_14'	354
'checkpoint_15'	366
'checkpoint_16'	359
'checkpoint_17'	364
'checkpoint_18'	367
'checkpoint_19'	359
'checkpoint_20'	365
'checkpoint_21'	371
'checkpoint_22'	390
'checkpoint_23'	458
'checkpoint_24'	414
'checkpoint_25'	382
'checkpoint_26'	370
'checkpoint_27'	388
'checkpoint_28'	722
'checkpoint_29'	644
'checkpoint_30'	801
'checkpoint_31'	509
'checkpoint_32'	444
'checkpoint_33'	403
'checkpoint_34'	399
'checkpoint_35'	395
'checkpoint_36'	380
'checkpoint_37'	388
'checkpoint_38'	386
'checkpoint_39'	380
'checkpoint_40'	381
'checkpoint_41'	390
'checkpoint_42'	377
'checkpoint_43'	384
'checkpoint_44'	377
'checkpoint_45'	374
'checkpoint_46'	380
'checkpoint_47'	368
'checkpoint_48'	381
'checkpoint_49'	373

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/KungFuMaster_run_4

• Dataset size: 62.00 GiB

• Splits:

Split	Examples
'checkpoint_00'	848
'checkpoint_01'	430
'checkpoint_02'	380
'checkpoint_03'	366
'checkpoint_04'	372
'checkpoint_05'	376
'checkpoint_06'	360
'checkpoint_07'	363
'checkpoint_08'	358
'checkpoint_09'	370
'checkpoint_10'	370
'checkpoint_11'	369
'checkpoint_12'	378
'checkpoint_13'	367
'checkpoint_14'	363
'checkpoint_15'	364
'checkpoint_16'	370
'checkpoint_17'	366
'checkpoint_18'	362
'checkpoint_19'	374
'checkpoint_20'	377
'checkpoint_21'	378
'checkpoint_22'	376
'checkpoint_23'	368
'checkpoint_24'	389
'checkpoint_25'	391
'checkpoint_26'	376
'checkpoint_27'	378
'checkpoint_28'	363
'checkpoint_29'	365
'checkpoint_30'	366
'checkpoint_31'	355
'checkpoint_32'	348
'checkpoint_33'	358
'checkpoint_34'	360
'checkpoint_35'	355
'checkpoint_36'	349
'checkpoint_37'	354
'checkpoint_38'	345
'checkpoint_39'	341
'checkpoint_40'	333
'checkpoint_41'	341
'checkpoint_42'	351
'checkpoint_43'	354
'checkpoint_44'	346
'checkpoint_45'	356
'checkpoint_46'	351
'checkpoint_47'	355
'checkpoint_48'	353
'checkpoint_49'	362

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/KungFuMaster_run_5

• Dataset size: 61.99 GiB

• Splits:

Split	Examples
'checkpoint_00'	839
'checkpoint_01'	441
'checkpoint_02'	412
'checkpoint_03'	401
'checkpoint_04'	402
'checkpoint_05'	392
'checkpoint_06'	382
'checkpoint_07'	376
'checkpoint_08'	368
'checkpoint_09'	368
'checkpoint_10'	373
'checkpoint_11'	380
'checkpoint_12'	377
'checkpoint_13'	379
'checkpoint_14'	371
'checkpoint_15'	374
'checkpoint_16'	381
'checkpoint_17'	381
'checkpoint_18'	371
'checkpoint_19'	366
'checkpoint_20'	377
'checkpoint_21'	370
'checkpoint_22'	365
'checkpoint_23'	362
'checkpoint_24'	355
'checkpoint_25'	355
'checkpoint_26'	347
'checkpoint_27'	346
'checkpoint_28'	356
'checkpoint_29'	346
'checkpoint_30'	346
'checkpoint_31'	351
'checkpoint_32'	347
'checkpoint_33'	344
'checkpoint_34'	339
'checkpoint_35'	344
'checkpoint_36'	347
'checkpoint_37'	332
'checkpoint_38'	340
'checkpoint_39'	336
'checkpoint_40'	342
'checkpoint_41'	348
'checkpoint_42'	348
'checkpoint_43'	347
'checkpoint_44'	338
'checkpoint_45'	336
'checkpoint_46'	352
'checkpoint_47'	349
'checkpoint_48'	344
'checkpoint_49'	337

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/MsPacman_run_1

• Dataset size: 75.55 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,473
'checkpoint_01'	1,130
'checkpoint_02'	1,017
'checkpoint_03'	979
'checkpoint_04'	971
'checkpoint_05'	926
'checkpoint_06'	900
'checkpoint_07'	879
'checkpoint_08'	885
'checkpoint_09'	874
'checkpoint_10'	845
'checkpoint_11'	870
'checkpoint_12'	872
'checkpoint_13'	878
'checkpoint_14'	859
'checkpoint_15'	866
'checkpoint_16'	851
'checkpoint_17'	829
'checkpoint_18'	843
'checkpoint_19'	816
'checkpoint_20'	781
'checkpoint_21'	817
'checkpoint_22'	800
'checkpoint_23'	784
'checkpoint_24'	767
'checkpoint_25'	766
'checkpoint_26'	726
'checkpoint_27'	760
'checkpoint_28'	756
'checkpoint_29'	753
'checkpoint_30'	763
'checkpoint_31'	740
'checkpoint_32'	759
'checkpoint_33'	769
'checkpoint_34'	771
'checkpoint_35'	778
'checkpoint_36'	781
'checkpoint_37'	765
'checkpoint_38'	767
'checkpoint_39'	781
'checkpoint_40'	807
'checkpoint_41'	790
'checkpoint_42'	815
'checkpoint_43'	819
'checkpoint_44'	801
'checkpoint_45'	775
'checkpoint_46'	786
'checkpoint_47'	831
'checkpoint_48'	792
'checkpoint_49'	812

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/MsPacman_run_2

• Dataset size: 75.64 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,464
'checkpoint_01'	1,140
'checkpoint_02'	1,023
'checkpoint_03'	989
'checkpoint_04'	989
'checkpoint_05'	967
'checkpoint_06'	959
'checkpoint_07'	951
'checkpoint_08'	936
'checkpoint_09'	928
'checkpoint_10'	937
'checkpoint_11'	912
'checkpoint_12'	887
'checkpoint_13'	870
'checkpoint_14'	875
'checkpoint_15'	851
'checkpoint_16'	824
'checkpoint_17'	835
'checkpoint_18'	804
'checkpoint_19'	791
'checkpoint_20'	767
'checkpoint_21'	773
'checkpoint_22'	802
'checkpoint_23'	784
'checkpoint_24'	813
'checkpoint_25'	801
'checkpoint_26'	803
'checkpoint_27'	808
'checkpoint_28'	796
'checkpoint_29'	768
'checkpoint_30'	788
'checkpoint_31'	766
'checkpoint_32'	774
'checkpoint_33'	824
'checkpoint_34'	786
'checkpoint_35'	781
'checkpoint_36'	775
'checkpoint_37'	772
'checkpoint_38'	776
'checkpoint_39'	738
'checkpoint_40'	786
'checkpoint_41'	752
'checkpoint_42'	769
'checkpoint_43'	756
'checkpoint_44'	778
'checkpoint_45'	728
'checkpoint_46'	752
'checkpoint_47'	806
'checkpoint_48'	769
'checkpoint_49'	759

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/MsPacman_run_3

• Dataset size: 75.75 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,476
'checkpoint_01'	1,138
'checkpoint_02'	1,039
'checkpoint_03'	1,027
'checkpoint_04'	1,014
'checkpoint_05'	964
'checkpoint_06'	948
'checkpoint_07'	918
'checkpoint_08'	928
'checkpoint_09'	918
'checkpoint_10'	898
'checkpoint_11'	862
'checkpoint_12'	867
'checkpoint_13'	846
'checkpoint_14'	843
'checkpoint_15'	841
'checkpoint_16'	826
'checkpoint_17'	844
'checkpoint_18'	832
'checkpoint_19'	812
'checkpoint_20'	768
'checkpoint_21'	782
'checkpoint_22'	816
'checkpoint_23'	779
'checkpoint_24'	795
'checkpoint_25'	755
'checkpoint_26'	749
'checkpoint_27'	768
'checkpoint_28'	784
'checkpoint_29'	749
'checkpoint_30'	760
'checkpoint_31'	762
'checkpoint_32'	754
'checkpoint_33'	765
'checkpoint_34'	716
'checkpoint_35'	756
'checkpoint_36'	745
'checkpoint_37'	735
'checkpoint_38'	737
'checkpoint_39'	730
'checkpoint_40'	754
'checkpoint_41'	721
'checkpoint_42'	724
'checkpoint_43'	721
'checkpoint_44'	711
'checkpoint_45'	705
'checkpoint_46'	733
'checkpoint_47'	737
'checkpoint_48'	701
'checkpoint_49'	736

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/MsPacman_run_4

• Dataset size: 75.39 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,473
'checkpoint_01'	1,146
'checkpoint_02'	1,059
'checkpoint_03'	1,031
'checkpoint_04'	1,028
'checkpoint_05'	986
'checkpoint_06'	976
'checkpoint_07'	942
'checkpoint_08'	951
'checkpoint_09'	911
'checkpoint_10'	903
'checkpoint_11'	888
'checkpoint_12'	873
'checkpoint_13'	836
'checkpoint_14'	852
'checkpoint_15'	833
'checkpoint_16'	809
'checkpoint_17'	824
'checkpoint_18'	817
'checkpoint_19'	815
'checkpoint_20'	818
'checkpoint_21'	806
'checkpoint_22'	785
'checkpoint_23'	801
'checkpoint_24'	790
'checkpoint_25'	784
'checkpoint_26'	787
'checkpoint_27'	788
'checkpoint_28'	778
'checkpoint_29'	764
'checkpoint_30'	775
'checkpoint_31'	770
'checkpoint_32'	777
'checkpoint_33'	789
'checkpoint_34'	759
'checkpoint_35'	756
'checkpoint_36'	754
'checkpoint_37'	785
'checkpoint_38'	754
'checkpoint_39'	764
'checkpoint_40'	755
'checkpoint_41'	732
'checkpoint_42'	743
'checkpoint_43'	745
'checkpoint_44'	761
'checkpoint_45'	752
'checkpoint_46'	730
'checkpoint_47'	742
'checkpoint_48'	746
'checkpoint_49'	740

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/MsPacman_run_5

• Dataset size: 75.43 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,469
'checkpoint_01'	1,083
'checkpoint_02'	1,034
'checkpoint_03'	1,014
'checkpoint_04'	978
'checkpoint_05'	944
'checkpoint_06'	946
'checkpoint_07'	927
'checkpoint_08'	896
'checkpoint_09'	901
'checkpoint_10'	901
'checkpoint_11'	913
'checkpoint_12'	892
'checkpoint_13'	910
'checkpoint_14'	865
'checkpoint_15'	882
'checkpoint_16'	872
'checkpoint_17'	861
'checkpoint_18'	855
'checkpoint_19'	864
'checkpoint_20'	903
'checkpoint_21'	874
'checkpoint_22'	884
'checkpoint_23'	882
'checkpoint_24'	860
'checkpoint_25'	896
'checkpoint_26'	816
'checkpoint_27'	842
'checkpoint_28'	797
'checkpoint_29'	792
'checkpoint_30'	788
'checkpoint_31'	799
'checkpoint_32'	778
'checkpoint_33'	766
'checkpoint_34'	759
'checkpoint_35'	787
'checkpoint_36'	767
'checkpoint_37'	740
'checkpoint_38'	784
'checkpoint_39'	756
'checkpoint_40'	766
'checkpoint_41'	755
'checkpoint_42'	729
'checkpoint_43'	759
'checkpoint_44'	761
'checkpoint_45'	762
'checkpoint_46'	778
'checkpoint_47'	745
'checkpoint_48'	751
'checkpoint_49'	748

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/NameThisGame_run_1

• Dataset size: 60.81 GiB

• Splits:

Split	Examples
'checkpoint_00'	428
'checkpoint_01'	305
'checkpoint_02'	292
'checkpoint_03'	279
'checkpoint_04'	257
'checkpoint_05'	258
'checkpoint_06'	261
'checkpoint_07'	252
'checkpoint_08'	249
'checkpoint_09'	251
'checkpoint_10'	251
'checkpoint_11'	255
'checkpoint_12'	252
'checkpoint_13'	233
'checkpoint_14'	243
'checkpoint_15'	234
'checkpoint_16'	228
'checkpoint_17'	220
'checkpoint_18'	221
'checkpoint_19'	221
'checkpoint_20'	228
'checkpoint_21'	220
'checkpoint_22'	213
'checkpoint_23'	205
'checkpoint_24'	207
'checkpoint_25'	204
'checkpoint_26'	207
'checkpoint_27'	207
'checkpoint_28'	206
'checkpoint_29'	202
'checkpoint_30'	206
'checkpoint_31'	198
'checkpoint_32'	203
'checkpoint_33'	197
'checkpoint_34'	206
'checkpoint_35'	201
'checkpoint_36'	203
'checkpoint_37'	206
'checkpoint_38'	198
'checkpoint_39'	200
'checkpoint_40'	201
'checkpoint_41'	198
'checkpoint_42'	200
'checkpoint_43'	198
'checkpoint_44'	201
'checkpoint_45'	202
'checkpoint_46'	202
'checkpoint_47'	199
'checkpoint_48'	195
'checkpoint_49'	200

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/NameThisGame_run_2

• Dataset size: 60.87 GiB

• Splits:

Split	Examples
'checkpoint_00'	403
'checkpoint_01'	288
'checkpoint_02'	308
'checkpoint_03'	309
'checkpoint_04'	289
'checkpoint_05'	269
'checkpoint_06'	266
'checkpoint_07'	279
'checkpoint_08'	265
'checkpoint_09'	263
'checkpoint_10'	256
'checkpoint_11'	258
'checkpoint_12'	250
'checkpoint_13'	252
'checkpoint_14'	233
'checkpoint_15'	228
'checkpoint_16'	227
'checkpoint_17'	229
'checkpoint_18'	226
'checkpoint_19'	215
'checkpoint_20'	221
'checkpoint_21'	217
'checkpoint_22'	211
'checkpoint_23'	210
'checkpoint_24'	203
'checkpoint_25'	210
'checkpoint_26'	209
'checkpoint_27'	207
'checkpoint_28'	205
'checkpoint_29'	208
'checkpoint_30'	210
'checkpoint_31'	209
'checkpoint_32'	204
'checkpoint_33'	204
'checkpoint_34'	203
'checkpoint_35'	208
'checkpoint_36'	205
'checkpoint_37'	208
'checkpoint_38'	204
'checkpoint_39'	208
'checkpoint_40'	198
'checkpoint_41'	201
'checkpoint_42'	204
'checkpoint_43'	203
'checkpoint_44'	202
'checkpoint_45'	201
'checkpoint_46'	207
'checkpoint_47'	207
'checkpoint_48'	200
'checkpoint_49'	206

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/NameThisGame_run_3

• Dataset size: 60.68 GiB

• Splits:

Split	Examples
'checkpoint_00'	403
'checkpoint_01'	297
'checkpoint_02'	305
'checkpoint_03'	307
'checkpoint_04'	280
'checkpoint_05'	272
'checkpoint_06'	262
'checkpoint_07'	272
'checkpoint_08'	273
'checkpoint_09'	261
'checkpoint_10'	257
'checkpoint_11'	247
'checkpoint_12'	246
'checkpoint_13'	242
'checkpoint_14'	231
'checkpoint_15'	233
'checkpoint_16'	232
'checkpoint_17'	230
'checkpoint_18'	230
'checkpoint_19'	216
'checkpoint_20'	217
'checkpoint_21'	215
'checkpoint_22'	210
'checkpoint_23'	208
'checkpoint_24'	201
'checkpoint_25'	199
'checkpoint_26'	197
'checkpoint_27'	202
'checkpoint_28'	198
'checkpoint_29'	199
'checkpoint_30'	201
'checkpoint_31'	199
'checkpoint_32'	193
'checkpoint_33'	198
'checkpoint_34'	193
'checkpoint_35'	194
'checkpoint_36'	199
'checkpoint_37'	196
'checkpoint_38'	195
'checkpoint_39'	192
'checkpoint_40'	195
'checkpoint_41'	194
'checkpoint_42'	194
'checkpoint_43'	190
'checkpoint_44'	196
'checkpoint_45'	198
'checkpoint_46'	200
'checkpoint_47'	198
'checkpoint_48'	194
'checkpoint_49'	199

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/NameThisGame_run_4

• Dataset size: 60.97 GiB

• Splits:

Split	Examples
'checkpoint_00'	413
'checkpoint_01'	303
'checkpoint_02'	319
'checkpoint_03'	303
'checkpoint_04'	269
'checkpoint_05'	273
'checkpoint_06'	260
'checkpoint_07'	267
'checkpoint_08'	258
'checkpoint_09'	265
'checkpoint_10'	260
'checkpoint_11'	271
'checkpoint_12'	272
'checkpoint_13'	261
'checkpoint_14'	254
'checkpoint_15'	261
'checkpoint_16'	258
'checkpoint_17'	258
'checkpoint_18'	256
'checkpoint_19'	251
'checkpoint_20'	243
'checkpoint_21'	241
'checkpoint_22'	241
'checkpoint_23'	244
'checkpoint_24'	241
'checkpoint_25'	232
'checkpoint_26'	225
'checkpoint_27'	230
'checkpoint_28'	230
'checkpoint_29'	224
'checkpoint_30'	229
'checkpoint_31'	227
'checkpoint_32'	225
'checkpoint_33'	217
'checkpoint_34'	214
'checkpoint_35'	213
'checkpoint_36'	215
'checkpoint_37'	215
'checkpoint_38'	215
'checkpoint_39'	217
'checkpoint_40'	224
'checkpoint_41'	216
'checkpoint_42'	219
'checkpoint_43'	225
'checkpoint_44'	219
'checkpoint_45'	214
'checkpoint_46'	221
'checkpoint_47'	214
'checkpoint_48'	220
'checkpoint_49'	217

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/NameThisGame_run_5

• Dataset size: 61.11 GiB

• Splits:

Split	Examples
'checkpoint_00'	403
'checkpoint_01'	297
'checkpoint_02'	293
'checkpoint_03'	329
'checkpoint_04'	305
'checkpoint_05'	299
'checkpoint_06'	292
'checkpoint_07'	277
'checkpoint_08'	280
'checkpoint_09'	286
'checkpoint_10'	272
'checkpoint_11'	264
'checkpoint_12'	273
'checkpoint_13'	260
'checkpoint_14'	260
'checkpoint_15'	264
'checkpoint_16'	256
'checkpoint_17'	243
'checkpoint_18'	242
'checkpoint_19'	239
'checkpoint_20'	241
'checkpoint_21'	239
'checkpoint_22'	236
'checkpoint_23'	235
'checkpoint_24'	231
'checkpoint_25'	235
'checkpoint_26'	236
'checkpoint_27'	236
'checkpoint_28'	229
'checkpoint_29'	232
'checkpoint_30'	237
'checkpoint_31'	232
'checkpoint_32'	234
'checkpoint_33'	227
'checkpoint_34'	227
'checkpoint_35'	229
'checkpoint_36'	224
'checkpoint_37'	222
'checkpoint_38'	231
'checkpoint_39'	223
'checkpoint_40'	233
'checkpoint_41'	227
'checkpoint_42'	230
'checkpoint_43'	223
'checkpoint_44'	221
'checkpoint_45'	218
'checkpoint_46'	217
'checkpoint_47'	217
'checkpoint_48'	215
'checkpoint_49'	212

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Phoenix_run_1

• Dataset size: 27.14 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,319
'checkpoint_01'	812
'checkpoint_02'	309
'checkpoint_03'	372
'checkpoint_04'	441
'checkpoint_05'	529
'checkpoint_06'	461
'checkpoint_07'	449
'checkpoint_08'	492
'checkpoint_09'	438
'checkpoint_10'	509
'checkpoint_11'	434
'checkpoint_12'	541
'checkpoint_13'	522
'checkpoint_14'	558
'checkpoint_15'	576
'checkpoint_16'	575
'checkpoint_17'	610
'checkpoint_18'	615
'checkpoint_19'	638
'checkpoint_20'	628
'checkpoint_21'	630
'checkpoint_22'	563
'checkpoint_23'	585
'checkpoint_24'	627
'checkpoint_25'	633
'checkpoint_26'	689
'checkpoint_27'	684
'checkpoint_28'	706
'checkpoint_29'	669
'checkpoint_30'	648
'checkpoint_31'	668
'checkpoint_32'	685
'checkpoint_33'	596
'checkpoint_34'	628
'checkpoint_35'	651
'checkpoint_36'	594
'checkpoint_37'	608
'checkpoint_38'	590
'checkpoint_39'	602
'checkpoint_40'	617
'checkpoint_41'	660
'checkpoint_42'	610
'checkpoint_43'	595
'checkpoint_44'	597
'checkpoint_45'	631
'checkpoint_46'	672
'checkpoint_47'	665
'checkpoint_48'	639
'checkpoint_49'	671

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Phoenix_run_2

• Dataset size: 27.27 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,246
'checkpoint_01'	569
'checkpoint_02'	226
'checkpoint_03'	452
'checkpoint_04'	344
'checkpoint_05'	402
'checkpoint_06'	323
'checkpoint_07'	390
'checkpoint_08'	477
'checkpoint_09'	470
'checkpoint_10'	498
'checkpoint_11'	521
'checkpoint_12'	384
'checkpoint_13'	527
'checkpoint_14'	530
'checkpoint_15'	641
'checkpoint_16'	674
'checkpoint_17'	606
'checkpoint_18'	615
'checkpoint_19'	600
'checkpoint_20'	574
'checkpoint_21'	541
'checkpoint_22'	618
'checkpoint_23'	568
'checkpoint_24'	541
'checkpoint_25'	511
'checkpoint_26'	523
'checkpoint_27'	601
'checkpoint_28'	617
'checkpoint_29'	544
'checkpoint_30'	643
'checkpoint_31'	619
'checkpoint_32'	661
'checkpoint_33'	675
'checkpoint_34'	641
'checkpoint_35'	604
'checkpoint_36'	457
'checkpoint_37'	576
'checkpoint_38'	541
'checkpoint_39'	604
'checkpoint_40'	538
'checkpoint_41'	542
'checkpoint_42'	523
'checkpoint_43'	532
'checkpoint_44'	537
'checkpoint_45'	487
'checkpoint_46'	548
'checkpoint_47'	522
'checkpoint_48'	537
'checkpoint_49'	551

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Phoenix_run_3

• Dataset size: 27.63 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,260
'checkpoint_01'	596
'checkpoint_02'	264
'checkpoint_03'	361
'checkpoint_04'	446
'checkpoint_05'	397
'checkpoint_06'	483
'checkpoint_07'	501
'checkpoint_08'	462
'checkpoint_09'	433
'checkpoint_10'	557
'checkpoint_11'	521
'checkpoint_12'	603
'checkpoint_13'	592
'checkpoint_14'	567
'checkpoint_15'	596
'checkpoint_16'	637
'checkpoint_17'	687
'checkpoint_18'	650
'checkpoint_19'	607
'checkpoint_20'	618
'checkpoint_21'	519
'checkpoint_22'	401
'checkpoint_23'	538
'checkpoint_24'	555
'checkpoint_25'	599
'checkpoint_26'	391
'checkpoint_27'	415
'checkpoint_28'	425
'checkpoint_29'	579
'checkpoint_30'	481
'checkpoint_31'	559
'checkpoint_32'	584
'checkpoint_33'	462
'checkpoint_34'	436
'checkpoint_35'	637
'checkpoint_36'	619
'checkpoint_37'	542
'checkpoint_38'	501
'checkpoint_39'	533
'checkpoint_40'	552
'checkpoint_41'	572
'checkpoint_42'	601
'checkpoint_43'	598
'checkpoint_44'	565
'checkpoint_45'	539
'checkpoint_46'	618
'checkpoint_47'	614
'checkpoint_48'	608
'checkpoint_49'	536

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Phoenix_run_4

• Dataset size: 27.22 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,330
'checkpoint_01'	494
'checkpoint_02'	187
'checkpoint_03'	395
'checkpoint_04'	381
'checkpoint_05'	382
'checkpoint_06'	342
'checkpoint_07'	418
'checkpoint_08'	439
'checkpoint_09'	392
'checkpoint_10'	418
'checkpoint_11'	412
'checkpoint_12'	506
'checkpoint_13'	506
'checkpoint_14'	580
'checkpoint_15'	541
'checkpoint_16'	428
'checkpoint_17'	552
'checkpoint_18'	602
'checkpoint_19'	652
'checkpoint_20'	689
'checkpoint_21'	686
'checkpoint_22'	714
'checkpoint_23'	708
'checkpoint_24'	699
'checkpoint_25'	692
'checkpoint_26'	708
'checkpoint_27'	694
'checkpoint_28'	602
'checkpoint_29'	666
'checkpoint_30'	649
'checkpoint_31'	650
'checkpoint_32'	589
'checkpoint_33'	622
'checkpoint_34'	571
'checkpoint_35'	650
'checkpoint_36'	723
'checkpoint_37'	714
'checkpoint_38'	702
'checkpoint_39'	659
'checkpoint_40'	655
'checkpoint_41'	656
'checkpoint_42'	672
'checkpoint_43'	716
'checkpoint_44'	582
'checkpoint_45'	732
'checkpoint_46'	724
'checkpoint_47'	727
'checkpoint_48'	670
'checkpoint_49'	685

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Phoenix_run_5

• Dataset size: 27.16 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,310
'checkpoint_01'	570
'checkpoint_02'	275
'checkpoint_03'	469
'checkpoint_04'	435
'checkpoint_05'	470
'checkpoint_06'	463
'checkpoint_07'	502
'checkpoint_08'	480
'checkpoint_09'	467
'checkpoint_10'	542
'checkpoint_11'	536
'checkpoint_12'	581
'checkpoint_13'	536
'checkpoint_14'	574
'checkpoint_15'	541
'checkpoint_16'	564
'checkpoint_17'	445
'checkpoint_18'	553
'checkpoint_19'	660
'checkpoint_20'	550
'checkpoint_21'	585
'checkpoint_22'	611
'checkpoint_23'	613
'checkpoint_24'	706
'checkpoint_25'	685
'checkpoint_26'	683
'checkpoint_27'	687
'checkpoint_28'	749
'checkpoint_29'	758
'checkpoint_30'	719
'checkpoint_31'	735
'checkpoint_32'	715
'checkpoint_33'	655
'checkpoint_34'	758
'checkpoint_35'	734
'checkpoint_36'	743
'checkpoint_37'	711
'checkpoint_38'	728
'checkpoint_39'	674
'checkpoint_40'	592
'checkpoint_41'	578
'checkpoint_42'	632
'checkpoint_43'	638
'checkpoint_44'	666
'checkpoint_45'	597
'checkpoint_46'	665
'checkpoint_47'	685
'checkpoint_48'	669
'checkpoint_49'	687

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Pong_run_1

• Dataset size: 20.86 GiB

• Splits:

Split	Examples
'checkpoint_00'	706
'checkpoint_01'	339
'checkpoint_02'	269
'checkpoint_03'	271
'checkpoint_04'	340
'checkpoint_05'	375
'checkpoint_06'	393
'checkpoint_07'	431
'checkpoint_08'	450
'checkpoint_09'	470
'checkpoint_10'	475
'checkpoint_11'	485
'checkpoint_12'	485
'checkpoint_13'	478
'checkpoint_14'	485
'checkpoint_15'	478
'checkpoint_16'	485
'checkpoint_17'	488
'checkpoint_18'	491
'checkpoint_19'	491
'checkpoint_20'	492
'checkpoint_21'	492
'checkpoint_22'	493
'checkpoint_23'	497
'checkpoint_24'	489
'checkpoint_25'	477
'checkpoint_26'	468
'checkpoint_27'	471
'checkpoint_28'	490
'checkpoint_29'	481
'checkpoint_30'	466
'checkpoint_31'	468
'checkpoint_32'	471
'checkpoint_33'	466
'checkpoint_34'	467
'checkpoint_35'	466
'checkpoint_36'	469
'checkpoint_37'	473
'checkpoint_38'	473
'checkpoint_39'	477
'checkpoint_40'	478
'checkpoint_41'	483
'checkpoint_42'	486
'checkpoint_43'	476
'checkpoint_44'	476
'checkpoint_45'	482
'checkpoint_46'	482
'checkpoint_47'	482
'checkpoint_48'	483
'checkpoint_49'	480

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Pong_run_2

• Dataset size: 21.13 GiB

• Splits:

Split	Examples
'checkpoint_00'	679
'checkpoint_01'	295
'checkpoint_02'	222
'checkpoint_03'	231
'checkpoint_04'	245
'checkpoint_05'	263
'checkpoint_06'	279
'checkpoint_07'	292
'checkpoint_08'	311
'checkpoint_09'	319
'checkpoint_10'	324
'checkpoint_11'	318
'checkpoint_12'	335
'checkpoint_13'	322
'checkpoint_14'	328
'checkpoint_15'	331
'checkpoint_16'	321
'checkpoint_17'	328
'checkpoint_18'	344
'checkpoint_19'	332
'checkpoint_20'	338
'checkpoint_21'	332
'checkpoint_22'	346
'checkpoint_23'	339
'checkpoint_24'	339
'checkpoint_25'	329
'checkpoint_26'	328
'checkpoint_27'	335
'checkpoint_28'	350
'checkpoint_29'	345
'checkpoint_30'	346
'checkpoint_31'	344
'checkpoint_32'	336
'checkpoint_33'	340
'checkpoint_34'	341
'checkpoint_35'	345
'checkpoint_36'	354
'checkpoint_37'	359
'checkpoint_38'	353
'checkpoint_39'	355
'checkpoint_40'	359
'checkpoint_41'	358
'checkpoint_42'	360
'checkpoint_43'	358
'checkpoint_44'	359
'checkpoint_45'	363
'checkpoint_46'	351
'checkpoint_47'	359
'checkpoint_48'	360
'checkpoint_49'	362

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Pong_run_3

• Dataset size: 21.09 GiB

• Splits:

Split	Examples
'checkpoint_00'	762
'checkpoint_01'	296
'checkpoint_02'	302
'checkpoint_03'	290
'checkpoint_04'	322
'checkpoint_05'	348
'checkpoint_06'	364
'checkpoint_07'	371
'checkpoint_08'	369
'checkpoint_09'	379
'checkpoint_10'	377
'checkpoint_11'	371
'checkpoint_12'	372
'checkpoint_13'	384
'checkpoint_14'	374
'checkpoint_15'	377
'checkpoint_16'	379
'checkpoint_17'	376
'checkpoint_18'	384
'checkpoint_19'	386
'checkpoint_20'	388
'checkpoint_21'	384
'checkpoint_22'	380
'checkpoint_23'	368
'checkpoint_24'	376
'checkpoint_25'	379
'checkpoint_26'	378
'checkpoint_27'	365
'checkpoint_28'	373
'checkpoint_29'	361
'checkpoint_30'	379
'checkpoint_31'	378
'checkpoint_32'	371
'checkpoint_33'	371
'checkpoint_34'	367
'checkpoint_35'	385
'checkpoint_36'	389
'checkpoint_37'	375
'checkpoint_38'	373
'checkpoint_39'	375
'checkpoint_40'	371
'checkpoint_41'	374
'checkpoint_42'	356
'checkpoint_43'	335
'checkpoint_44'	338
'checkpoint_45'	338
'checkpoint_46'	340
'checkpoint_47'	346
'checkpoint_48'	345
'checkpoint_49'	352

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Pong_run_4

• Dataset size: 21.11 GiB

• Splits:

Split	Examples
'checkpoint_00'	693
'checkpoint_01'	264
'checkpoint_02'	186
'checkpoint_03'	175
'checkpoint_04'	227
'checkpoint_05'	236
'checkpoint_06'	241
'checkpoint_07'	243
'checkpoint_08'	258
'checkpoint_09'	281
'checkpoint_10'	281
'checkpoint_11'	289
'checkpoint_12'	287
'checkpoint_13'	302
'checkpoint_14'	314
'checkpoint_15'	317
'checkpoint_16'	312
'checkpoint_17'	324
'checkpoint_18'	336
'checkpoint_19'	343
'checkpoint_20'	348
'checkpoint_21'	348
'checkpoint_22'	360
'checkpoint_23'	368
'checkpoint_24'	365
'checkpoint_25'	368
'checkpoint_26'	366
'checkpoint_27'	360
'checkpoint_28'	362
'checkpoint_29'	383
'checkpoint_30'	381
'checkpoint_31'	382
'checkpoint_32'	380
'checkpoint_33'	379
'checkpoint_34'	381
'checkpoint_35'	375
'checkpoint_36'	376
'checkpoint_37'	378
'checkpoint_38'	378
'checkpoint_39'	380
'checkpoint_40'	380
'checkpoint_41'	373
'checkpoint_42'	378
'checkpoint_43'	381
'checkpoint_44'	379
'checkpoint_45'	380
'checkpoint_46'	372
'checkpoint_47'	370
'checkpoint_48'	386
'checkpoint_49'	386

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Pong_run_5

• Dataset size: 20.90 GiB

• Splits:

Split	Examples
'checkpoint_00'	732
'checkpoint_01'	339
'checkpoint_02'	271
'checkpoint_03'	293
'checkpoint_04'	335
'checkpoint_05'	357
'checkpoint_06'	383
'checkpoint_07'	400
'checkpoint_08'	415
'checkpoint_09'	434
'checkpoint_10'	446
'checkpoint_11'	443
'checkpoint_12'	456
'checkpoint_13'	458
'checkpoint_14'	456
'checkpoint_15'	468
'checkpoint_16'	466
'checkpoint_17'	462
'checkpoint_18'	474
'checkpoint_19'	475
'checkpoint_20'	472
'checkpoint_21'	474
'checkpoint_22'	474
'checkpoint_23'	479
'checkpoint_24'	478
'checkpoint_25'	474
'checkpoint_26'	484
'checkpoint_27'	485
'checkpoint_28'	480
'checkpoint_29'	483
'checkpoint_30'	486
'checkpoint_31'	488
'checkpoint_32'	490
'checkpoint_33'	484
'checkpoint_34'	489
'checkpoint_35'	492
'checkpoint_36'	495
'checkpoint_37'	495
'checkpoint_38'	499
'checkpoint_39'	506
'checkpoint_40'	501
'checkpoint_41'	495
'checkpoint_42'	497
'checkpoint_43'	497
'checkpoint_44'	500
'checkpoint_45'	506
'checkpoint_46'	499
'checkpoint_47'	501
'checkpoint_48'	505
'checkpoint_49'	497

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Pooyan_run_1

• Dataset size: 55.36 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,074
'checkpoint_01'	508
'checkpoint_02'	659
'checkpoint_03'	684
'checkpoint_04'	652
'checkpoint_05'	621
'checkpoint_06'	623
'checkpoint_07'	633
'checkpoint_08'	629
'checkpoint_09'	630
'checkpoint_10'	634
'checkpoint_11'	613
'checkpoint_12'	613
'checkpoint_13'	585
'checkpoint_14'	586
'checkpoint_15'	577
'checkpoint_16'	560
'checkpoint_17'	560
'checkpoint_18'	558
'checkpoint_19'	565
'checkpoint_20'	559
'checkpoint_21'	550
'checkpoint_22'	582
'checkpoint_23'	556
'checkpoint_24'	565
'checkpoint_25'	558
'checkpoint_26'	557
'checkpoint_27'	555
'checkpoint_28'	562
'checkpoint_29'	534
'checkpoint_30'	555
'checkpoint_31'	576
'checkpoint_32'	558
'checkpoint_33'	559
'checkpoint_34'	563
'checkpoint_35'	575
'checkpoint_36'	575
'checkpoint_37'	572
'checkpoint_38'	564
'checkpoint_39'	560
'checkpoint_40'	566
'checkpoint_41'	565
'checkpoint_42'	597
'checkpoint_43'	588
'checkpoint_44'	543
'checkpoint_45'	582
'checkpoint_46'	586
'checkpoint_47'	563
'checkpoint_48'	535
'checkpoint_49'	547

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Pooyan_run_2

• Dataset size: 55.28 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,047
'checkpoint_01'	559
'checkpoint_02'	762
'checkpoint_03'	703
'checkpoint_04'	648
'checkpoint_05'	638
'checkpoint_06'	619
'checkpoint_07'	624
'checkpoint_08'	611
'checkpoint_09'	614
'checkpoint_10'	582
'checkpoint_11'	602
'checkpoint_12'	595
'checkpoint_13'	600
'checkpoint_14'	588
'checkpoint_15'	562
'checkpoint_16'	573
'checkpoint_17'	568
'checkpoint_18'	576
'checkpoint_19'	590
'checkpoint_20'	579
'checkpoint_21'	554
'checkpoint_22'	603
'checkpoint_23'	573
'checkpoint_24'	588
'checkpoint_25'	563
'checkpoint_26'	560
'checkpoint_27'	573
'checkpoint_28'	582
'checkpoint_29'	578
'checkpoint_30'	581
'checkpoint_31'	579
'checkpoint_32'	566
'checkpoint_33'	619
'checkpoint_34'	601
'checkpoint_35'	609
'checkpoint_36'	591
'checkpoint_37'	598
'checkpoint_38'	595
'checkpoint_39'	543
'checkpoint_40'	553
'checkpoint_41'	573
'checkpoint_42'	558
'checkpoint_43'	565
'checkpoint_44'	568
'checkpoint_45'	556
'checkpoint_46'	573
'checkpoint_47'	553
'checkpoint_48'	582
'checkpoint_49'	563

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Pooyan_run_3

• Dataset size: 55.26 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,044
'checkpoint_01'	572
'checkpoint_02'	709
'checkpoint_03'	656
'checkpoint_04'	666
'checkpoint_05'	631
'checkpoint_06'	613
'checkpoint_07'	593
'checkpoint_08'	595
'checkpoint_09'	605
'checkpoint_10'	600
'checkpoint_11'	565
'checkpoint_12'	579
'checkpoint_13'	573
'checkpoint_14'	610
'checkpoint_15'	623
'checkpoint_16'	597
'checkpoint_17'	599
'checkpoint_18'	610
'checkpoint_19'	599
'checkpoint_20'	571
'checkpoint_21'	610
'checkpoint_22'	610
'checkpoint_23'	596
'checkpoint_24'	591
'checkpoint_25'	573
'checkpoint_26'	617
'checkpoint_27'	594
'checkpoint_28'	599
'checkpoint_29'	582
'checkpoint_30'	589
'checkpoint_31'	607
'checkpoint_32'	612
'checkpoint_33'	588
'checkpoint_34'	568
'checkpoint_35'	600
'checkpoint_36'	602
'checkpoint_37'	586
'checkpoint_38'	604
'checkpoint_39'	595
'checkpoint_40'	548
'checkpoint_41'	606
'checkpoint_42'	576
'checkpoint_43'	524
'checkpoint_44'	555
'checkpoint_45'	567
'checkpoint_46'	582
'checkpoint_47'	562
'checkpoint_48'	557
'checkpoint_49'	557

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Pooyan_run_4

• Dataset size: 55.38 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,017
'checkpoint_01'	525
'checkpoint_02'	563
'checkpoint_03'	505
'checkpoint_04'	515
'checkpoint_05'	607
'checkpoint_06'	608
'checkpoint_07'	613
'checkpoint_08'	618
'checkpoint_09'	585
'checkpoint_10'	605
'checkpoint_11'	581
'checkpoint_12'	626
'checkpoint_13'	583
'checkpoint_14'	580
'checkpoint_15'	570
'checkpoint_16'	582
'checkpoint_17'	595
'checkpoint_18'	589
'checkpoint_19'	578
'checkpoint_20'	557
'checkpoint_21'	572
'checkpoint_22'	563
'checkpoint_23'	581
'checkpoint_24'	562
'checkpoint_25'	584
'checkpoint_26'	569
'checkpoint_27'	587
'checkpoint_28'	593
'checkpoint_29'	583
'checkpoint_30'	566
'checkpoint_31'	583
'checkpoint_32'	571
'checkpoint_33'	579
'checkpoint_34'	585
'checkpoint_35'	566
'checkpoint_36'	591
'checkpoint_37'	565
'checkpoint_38'	561
'checkpoint_39'	562
'checkpoint_40'	574
'checkpoint_41'	577
'checkpoint_42'	549
'checkpoint_43'	595
'checkpoint_44'	545
'checkpoint_45'	581
'checkpoint_46'	603
'checkpoint_47'	575
'checkpoint_48'	596
'checkpoint_49'	594

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Pooyan_run_5

• Dataset size: 55.33 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,042
'checkpoint_01'	489
'checkpoint_02'	596
'checkpoint_03'	682
'checkpoint_04'	648
'checkpoint_05'	653
'checkpoint_06'	609
'checkpoint_07'	596
'checkpoint_08'	627
'checkpoint_09'	626
'checkpoint_10'	623
'checkpoint_11'	579
'checkpoint_12'	627
'checkpoint_13'	595
'checkpoint_14'	601
'checkpoint_15'	596
'checkpoint_16'	597
'checkpoint_17'	586
'checkpoint_18'	591
'checkpoint_19'	575
'checkpoint_20'	616
'checkpoint_21'	594
'checkpoint_22'	616
'checkpoint_23'	600
'checkpoint_24'	562
'checkpoint_25'	619
'checkpoint_26'	575
'checkpoint_27'	580
'checkpoint_28'	564
'checkpoint_29'	579
'checkpoint_30'	588
'checkpoint_31'	603
'checkpoint_32'	586
'checkpoint_33'	576
'checkpoint_34'	583
'checkpoint_35'	573
'checkpoint_36'	586
'checkpoint_37'	587
'checkpoint_38'	578
'checkpoint_39'	571
'checkpoint_40'	567
'checkpoint_41'	563
'checkpoint_42'	537
'checkpoint_43'	563
'checkpoint_44'	573
'checkpoint_45'	533
'checkpoint_46'	548
'checkpoint_47'	556
'checkpoint_48'	539
'checkpoint_49'	558

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Qbert_run_1

• Dataset size: 96.76 GiB

• Splits:

Split	Examples
'checkpoint_00'	2,211
'checkpoint_01'	1,255
'checkpoint_02'	1,380
'checkpoint_03'	1,482
'checkpoint_04'	1,181
'checkpoint_05'	1,088
'checkpoint_06'	1,136
'checkpoint_07'	1,067
'checkpoint_08'	1,039
'checkpoint_09'	967
'checkpoint_10'	953
'checkpoint_11'	919
'checkpoint_12'	894
'checkpoint_13'	900
'checkpoint_14'	872
'checkpoint_15'	865
'checkpoint_16'	881
'checkpoint_17'	857
'checkpoint_18'	870
'checkpoint_19'	845
'checkpoint_20'	872
'checkpoint_21'	853
'checkpoint_22'	858
'checkpoint_23'	866
'checkpoint_24'	859
'checkpoint_25'	856
'checkpoint_26'	838
'checkpoint_27'	850
'checkpoint_28'	858
'checkpoint_29'	846
'checkpoint_30'	881
'checkpoint_31'	850
'checkpoint_32'	884
'checkpoint_33'	861
'checkpoint_34'	910
'checkpoint_35'	890
'checkpoint_36'	875
'checkpoint_37'	878
'checkpoint_38'	832
'checkpoint_39'	889
'checkpoint_40'	824
'checkpoint_41'	871
'checkpoint_42'	867
'checkpoint_43'	868
'checkpoint_44'	867
'checkpoint_45'	857
'checkpoint_46'	870
'checkpoint_47'	866
'checkpoint_48'	884
'checkpoint_49'	893

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Qbert_run_2

• Dataset size: 97.08 GiB

• Splits:

Split	Examples
'checkpoint_00'	2,241
'checkpoint_01'	1,276
'checkpoint_02'	1,675
'checkpoint_03'	1,287
'checkpoint_04'	1,193
'checkpoint_05'	1,194
'checkpoint_06'	1,176
'checkpoint_07'	1,210
'checkpoint_08'	1,160
'checkpoint_09'	995
'checkpoint_10'	982
'checkpoint_11'	935
'checkpoint_12'	888
'checkpoint_13'	848
'checkpoint_14'	872
'checkpoint_15'	845
'checkpoint_16'	880
'checkpoint_17'	854
'checkpoint_18'	837
'checkpoint_19'	838
'checkpoint_20'	824
'checkpoint_21'	825
'checkpoint_22'	787
'checkpoint_23'	818
'checkpoint_24'	816
'checkpoint_25'	822
'checkpoint_26'	797
'checkpoint_27'	810
'checkpoint_28'	819
'checkpoint_29'	811
'checkpoint_30'	789
'checkpoint_31'	796
'checkpoint_32'	796
'checkpoint_33'	785
'checkpoint_34'	797
'checkpoint_35'	771
'checkpoint_36'	799
'checkpoint_37'	816
'checkpoint_38'	829
'checkpoint_39'	820
'checkpoint_40'	806
'checkpoint_41'	836
'checkpoint_42'	798
'checkpoint_43'	798
'checkpoint_44'	809
'checkpoint_45'	808
'checkpoint_46'	784
'checkpoint_47'	796
'checkpoint_48'	813
'checkpoint_49'	821

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Qbert_run_3

• Dataset size: 97.26 GiB

• Splits:

Split	Examples
'checkpoint_00'	2,181
'checkpoint_01'	1,312
'checkpoint_02'	1,696
'checkpoint_03'	1,293
'checkpoint_04'	1,070
'checkpoint_05'	1,194
'checkpoint_06'	1,137
'checkpoint_07'	1,062
'checkpoint_08'	1,016
'checkpoint_09'	974
'checkpoint_10'	916
'checkpoint_11'	907
'checkpoint_12'	921
'checkpoint_13'	876
'checkpoint_14'	854
'checkpoint_15'	936
'checkpoint_16'	908
'checkpoint_17'	858
'checkpoint_18'	847
'checkpoint_19'	828
'checkpoint_20'	821
'checkpoint_21'	818
'checkpoint_22'	817
'checkpoint_23'	824
'checkpoint_24'	809
'checkpoint_25'	842
'checkpoint_26'	854
'checkpoint_27'	836
'checkpoint_28'	825
'checkpoint_29'	883
'checkpoint_30'	843
'checkpoint_31'	830
'checkpoint_32'	852
'checkpoint_33'	820
'checkpoint_34'	858
'checkpoint_35'	807
'checkpoint_36'	788
'checkpoint_37'	831
'checkpoint_38'	824
'checkpoint_39'	826
'checkpoint_40'	788
'checkpoint_41'	832
'checkpoint_42'	842
'checkpoint_43'	864
'checkpoint_44'	836
'checkpoint_45'	845
'checkpoint_46'	843
'checkpoint_47'	843
'checkpoint_48'	849
'checkpoint_49'	839

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Qbert_run_4

• Dataset size: 97.13 GiB

• Splits:

Split	Examples
'checkpoint_00'	2,276
'checkpoint_01'	1,381
'checkpoint_02'	1,523
'checkpoint_03'	1,661
'checkpoint_04'	1,245
'checkpoint_05'	1,206
'checkpoint_06'	1,117
'checkpoint_07'	1,095
'checkpoint_08'	961
'checkpoint_09'	977
'checkpoint_10'	912
'checkpoint_11'	918
'checkpoint_12'	923
'checkpoint_13'	922
'checkpoint_14'	849
'checkpoint_15'	857
'checkpoint_16'	853
'checkpoint_17'	869
'checkpoint_18'	832
'checkpoint_19'	856
'checkpoint_20'	855
'checkpoint_21'	840
'checkpoint_22'	844
'checkpoint_23'	849
'checkpoint_24'	835
'checkpoint_25'	818
'checkpoint_26'	836
'checkpoint_27'	851
'checkpoint_28'	805
'checkpoint_29'	836
'checkpoint_30'	824
'checkpoint_31'	864
'checkpoint_32'	857
'checkpoint_33'	833
'checkpoint_34'	829
'checkpoint_35'	831
'checkpoint_36'	829
'checkpoint_37'	825
'checkpoint_38'	820
'checkpoint_39'	861
'checkpoint_40'	850
'checkpoint_41'	846
'checkpoint_42'	843
'checkpoint_43'	862
'checkpoint_44'	847
'checkpoint_45'	827
'checkpoint_46'	821
'checkpoint_47'	865
'checkpoint_48'	835
'checkpoint_49'	841

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Qbert_run_5

• Dataset size: 96.93 GiB

• Splits:

Split	Examples
'checkpoint_00'	2,179
'checkpoint_01'	1,299
'checkpoint_02'	1,550
'checkpoint_03'	1,485
'checkpoint_04'	1,109
'checkpoint_05'	1,108
'checkpoint_06'	1,071
'checkpoint_07'	1,066
'checkpoint_08'	967
'checkpoint_09'	925
'checkpoint_10'	933
'checkpoint_11'	942
'checkpoint_12'	973
'checkpoint_13'	900
'checkpoint_14'	852
'checkpoint_15'	864
'checkpoint_16'	855
'checkpoint_17'	831
'checkpoint_18'	831
'checkpoint_19'	816
'checkpoint_20'	826
'checkpoint_21'	803
'checkpoint_22'	815
'checkpoint_23'	839
'checkpoint_24'	821
'checkpoint_25'	848
'checkpoint_26'	810
'checkpoint_27'	774
'checkpoint_28'	802
'checkpoint_29'	810
'checkpoint_30'	782
'checkpoint_31'	816
'checkpoint_32'	815
'checkpoint_33'	777
'checkpoint_34'	838
'checkpoint_35'	804
'checkpoint_36'	832
'checkpoint_37'	806
'checkpoint_38'	835
'checkpoint_39'	823
'checkpoint_40'	851
'checkpoint_41'	829
'checkpoint_42'	809
'checkpoint_43'	842
'checkpoint_44'	816
'checkpoint_45'	801
'checkpoint_46'	834
'checkpoint_47'	813
'checkpoint_48'	837
'checkpoint_49'	835

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Riverraid_run_1

• Dataset size: 48.46 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,595
'checkpoint_01'	1,385
'checkpoint_02'	1,317
'checkpoint_03'	1,201
'checkpoint_04'	963
'checkpoint_05'	924
'checkpoint_06'	916
'checkpoint_07'	861
'checkpoint_08'	857
'checkpoint_09'	800
'checkpoint_10'	760
'checkpoint_11'	732
'checkpoint_12'	733
'checkpoint_13'	730
'checkpoint_14'	718
'checkpoint_15'	720
'checkpoint_16'	687
'checkpoint_17'	690
'checkpoint_18'	684
'checkpoint_19'	673
'checkpoint_20'	653
'checkpoint_21'	675
'checkpoint_22'	673
'checkpoint_23'	646
'checkpoint_24'	662
'checkpoint_25'	646
'checkpoint_26'	664
'checkpoint_27'	652
'checkpoint_28'	629
'checkpoint_29'	651
'checkpoint_30'	656
'checkpoint_31'	656
'checkpoint_32'	635
'checkpoint_33'	647
'checkpoint_34'	650
'checkpoint_35'	648
'checkpoint_36'	671
'checkpoint_37'	663
'checkpoint_38'	654
'checkpoint_39'	651
'checkpoint_40'	655
'checkpoint_41'	625
'checkpoint_42'	640
'checkpoint_43'	640
'checkpoint_44'	668
'checkpoint_45'	644
'checkpoint_46'	649
'checkpoint_47'	665
'checkpoint_48'	658
'checkpoint_49'	664

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Riverraid_run_2

• Dataset size: 48.62 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,670
'checkpoint_01'	1,356
'checkpoint_02'	1,371
'checkpoint_03'	1,313
'checkpoint_04'	1,157
'checkpoint_05'	964
'checkpoint_06'	920
'checkpoint_07'	890
'checkpoint_08'	889
'checkpoint_09'	842
'checkpoint_10'	830
'checkpoint_11'	797
'checkpoint_12'	759
'checkpoint_13'	698
'checkpoint_14'	715
'checkpoint_15'	685
'checkpoint_16'	708
'checkpoint_17'	671
'checkpoint_18'	694
'checkpoint_19'	676
'checkpoint_20'	665
'checkpoint_21'	696
'checkpoint_22'	642
'checkpoint_23'	667
'checkpoint_24'	661
'checkpoint_25'	642
'checkpoint_26'	656
'checkpoint_27'	649
'checkpoint_28'	646
'checkpoint_29'	645
'checkpoint_30'	657
'checkpoint_31'	642
'checkpoint_32'	633
'checkpoint_33'	637
'checkpoint_34'	645
'checkpoint_35'	649
'checkpoint_36'	633
'checkpoint_37'	653
'checkpoint_38'	631
'checkpoint_39'	644
'checkpoint_40'	643
'checkpoint_41'	626
'checkpoint_42'	641
'checkpoint_43'	633
'checkpoint_44'	646
'checkpoint_45'	637
'checkpoint_46'	643
'checkpoint_47'	637
'checkpoint_48'	675
'checkpoint_49'	619

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Riverraid_run_3

• Dataset size: 48.60 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,612
'checkpoint_01'	1,351
'checkpoint_02'	1,340
'checkpoint_03'	1,252
'checkpoint_04'	1,051
'checkpoint_05'	964
'checkpoint_06'	962
'checkpoint_07'	891
'checkpoint_08'	886
'checkpoint_09'	870
'checkpoint_10'	842
'checkpoint_11'	819
'checkpoint_12'	776
'checkpoint_13'	749
'checkpoint_14'	740
'checkpoint_15'	722
'checkpoint_16'	721
'checkpoint_17'	706
'checkpoint_18'	694
'checkpoint_19'	698
'checkpoint_20'	666
'checkpoint_21'	674
'checkpoint_22'	676
'checkpoint_23'	670
'checkpoint_24'	666
'checkpoint_25'	673
'checkpoint_26'	633
'checkpoint_27'	654
'checkpoint_28'	633
'checkpoint_29'	671
'checkpoint_30'	642
'checkpoint_31'	657
'checkpoint_32'	657
'checkpoint_33'	637
'checkpoint_34'	617
'checkpoint_35'	635
'checkpoint_36'	659
'checkpoint_37'	653
'checkpoint_38'	647
'checkpoint_39'	632
'checkpoint_40'	639
'checkpoint_41'	631
'checkpoint_42'	634
'checkpoint_43'	623
'checkpoint_44'	653
'checkpoint_45'	635
'checkpoint_46'	641
'checkpoint_47'	641
'checkpoint_48'	641
'checkpoint_49'	650

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Riverraid_run_4

• Dataset size: 47.73 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,652
'checkpoint_01'	1,368
'checkpoint_02'	1,338
'checkpoint_03'	1,274
'checkpoint_04'	1,117
'checkpoint_05'	999
'checkpoint_06'	940
'checkpoint_07'	890
'checkpoint_08'	868
'checkpoint_09'	843
'checkpoint_10'	832
'checkpoint_11'	754
'checkpoint_12'	739
'checkpoint_13'	716
'checkpoint_14'	727
'checkpoint_15'	691
'checkpoint_16'	686
'checkpoint_17'	682
'checkpoint_18'	671
'checkpoint_19'	674
'checkpoint_20'	664
'checkpoint_21'	665
'checkpoint_22'	662
'checkpoint_23'	657
'checkpoint_24'	648
'checkpoint_25'	650
'checkpoint_26'	663
'checkpoint_27'	651
'checkpoint_28'	623
'checkpoint_29'	674
'checkpoint_30'	724
'checkpoint_31'	1,175
'checkpoint_32'	1,457
'checkpoint_33'	1,494
'checkpoint_34'	1,677
'checkpoint_35'	2,337
'checkpoint_36'	1,397
'checkpoint_37'	1,299
'checkpoint_38'	1,124
'checkpoint_39'	2,126
'checkpoint_40'	2,521
'checkpoint_41'	1,911
'checkpoint_42'	3,231
'checkpoint_43'	2,902
'checkpoint_44'	2,537
'checkpoint_45'	2,689
'checkpoint_46'	2,707
'checkpoint_47'	2,623
'checkpoint_48'	2,346
'checkpoint_49'	1,657

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Riverraid_run_5

• Dataset size: 48.49 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,579
'checkpoint_01'	1,386
'checkpoint_02'	1,361
'checkpoint_03'	1,233
'checkpoint_04'	1,038
'checkpoint_05'	987
'checkpoint_06'	945
'checkpoint_07'	913
'checkpoint_08'	879
'checkpoint_09'	871
'checkpoint_10'	831
'checkpoint_11'	791
'checkpoint_12'	765
'checkpoint_13'	727
'checkpoint_14'	695
'checkpoint_15'	705
'checkpoint_16'	685
'checkpoint_17'	694
'checkpoint_18'	685
'checkpoint_19'	651
'checkpoint_20'	665
'checkpoint_21'	673
'checkpoint_22'	661
'checkpoint_23'	651
'checkpoint_24'	666
'checkpoint_25'	627
'checkpoint_26'	635
'checkpoint_27'	631
'checkpoint_28'	648
'checkpoint_29'	644
'checkpoint_30'	641
'checkpoint_31'	648
'checkpoint_32'	634
'checkpoint_33'	622
'checkpoint_34'	646
'checkpoint_35'	651
'checkpoint_36'	661
'checkpoint_37'	646
'checkpoint_38'	635
'checkpoint_39'	663
'checkpoint_40'	648
'checkpoint_41'	649
'checkpoint_42'	649
'checkpoint_43'	653
'checkpoint_44'	660
'checkpoint_45'	652
'checkpoint_46'	642
'checkpoint_47'	633
'checkpoint_48'	654
'checkpoint_49'	614

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/RoadRunner_run_1

• Dataset size: 41.72 GiB

• Splits:

Split	Examples
'checkpoint_00'	2,938
'checkpoint_01'	1,248
'checkpoint_02'	1,007
'checkpoint_03'	938
'checkpoint_04'	939
'checkpoint_05'	846
'checkpoint_06'	816
'checkpoint_07'	860
'checkpoint_08'	906
'checkpoint_09'	866
'checkpoint_10'	886
'checkpoint_11'	883
'checkpoint_12'	845
'checkpoint_13'	857
'checkpoint_14'	854
'checkpoint_15'	873
'checkpoint_16'	861
'checkpoint_17'	875
'checkpoint_18'	882
'checkpoint_19'	846
'checkpoint_20'	803
'checkpoint_21'	854
'checkpoint_22'	885
'checkpoint_23'	844
'checkpoint_24'	880
'checkpoint_25'	848
'checkpoint_26'	874
'checkpoint_27'	851
'checkpoint_28'	839
'checkpoint_29'	883
'checkpoint_30'	871
'checkpoint_31'	872
'checkpoint_32'	878
'checkpoint_33'	909
'checkpoint_34'	883
'checkpoint_35'	808
'checkpoint_36'	878
'checkpoint_37'	838
'checkpoint_38'	825
'checkpoint_39'	831
'checkpoint_40'	782
'checkpoint_41'	823
'checkpoint_42'	903
'checkpoint_43'	813
'checkpoint_44'	852
'checkpoint_45'	828
'checkpoint_46'	807
'checkpoint_47'	843
'checkpoint_48'	828
'checkpoint_49'	810

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/RoadRunner_run_2

• Dataset size: 41.66 GiB

• Splits:

Split	Examples
'checkpoint_00'	3,190
'checkpoint_01'	1,272
'checkpoint_02'	1,060
'checkpoint_03'	984
'checkpoint_04'	961
'checkpoint_05'	965
'checkpoint_06'	989
'checkpoint_07'	957
'checkpoint_08'	955
'checkpoint_09'	946
'checkpoint_10'	949
'checkpoint_11'	955
'checkpoint_12'	918
'checkpoint_13'	871
'checkpoint_14'	857
'checkpoint_15'	877
'checkpoint_16'	897
'checkpoint_17'	911
'checkpoint_18'	940
'checkpoint_19'	934
'checkpoint_20'	856
'checkpoint_21'	787
'checkpoint_22'	777
'checkpoint_23'	830
'checkpoint_24'	828
'checkpoint_25'	970
'checkpoint_26'	953
'checkpoint_27'	955
'checkpoint_28'	943
'checkpoint_29'	930
'checkpoint_30'	909
'checkpoint_31'	867
'checkpoint_32'	892
'checkpoint_33'	876
'checkpoint_34'	804
'checkpoint_35'	906
'checkpoint_36'	897
'checkpoint_37'	894
'checkpoint_38'	900
'checkpoint_39'	899
'checkpoint_40'	854
'checkpoint_41'	916
'checkpoint_42'	810
'checkpoint_43'	819
'checkpoint_44'	791
'checkpoint_45'	814
'checkpoint_46'	831
'checkpoint_47'	806
'checkpoint_48'	835
'checkpoint_49'	910

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/RoadRunner_run_3

• Dataset size: 41.70 GiB

• Splits:

Split	Examples
'checkpoint_00'	2,883
'checkpoint_01'	1,313
'checkpoint_02'	1,034
'checkpoint_03'	923
'checkpoint_04'	888
'checkpoint_05'	946
'checkpoint_06'	947
'checkpoint_07'	959
'checkpoint_08'	910
'checkpoint_09'	946
'checkpoint_10'	917
'checkpoint_11'	965
'checkpoint_12'	949
'checkpoint_13'	893
'checkpoint_14'	932
'checkpoint_15'	886
'checkpoint_16'	838
'checkpoint_17'	842
'checkpoint_18'	850
'checkpoint_19'	861
'checkpoint_20'	873
'checkpoint_21'	877
'checkpoint_22'	866
'checkpoint_23'	877
'checkpoint_24'	820
'checkpoint_25'	793
'checkpoint_26'	890
'checkpoint_27'	819
'checkpoint_28'	823
'checkpoint_29'	867
'checkpoint_30'	846
'checkpoint_31'	752
'checkpoint_32'	818
'checkpoint_33'	834
'checkpoint_34'	810
'checkpoint_35'	819
'checkpoint_36'	827
'checkpoint_37'	812
'checkpoint_38'	854
'checkpoint_39'	813
'checkpoint_40'	777
'checkpoint_41'	826
'checkpoint_42'	883
'checkpoint_43'	869
'checkpoint_44'	812
'checkpoint_45'	827
'checkpoint_46'	788
'checkpoint_47'	836
'checkpoint_48'	898
'checkpoint_49'	924

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/RoadRunner_run_4

• Dataset size: 41.70 GiB

• Splits:

Split	Examples
'checkpoint_00'	3,060
'checkpoint_01'	1,327
'checkpoint_02'	1,029
'checkpoint_03'	982
'checkpoint_04'	944
'checkpoint_05'	925
'checkpoint_06'	935
'checkpoint_07'	937
'checkpoint_08'	933
'checkpoint_09'	921
'checkpoint_10'	939
'checkpoint_11'	936
'checkpoint_12'	936
'checkpoint_13'	925
'checkpoint_14'	915
'checkpoint_15'	877
'checkpoint_16'	876
'checkpoint_17'	869
'checkpoint_18'	878
'checkpoint_19'	871
'checkpoint_20'	871
'checkpoint_21'	898
'checkpoint_22'	873
'checkpoint_23'	874
'checkpoint_24'	863
'checkpoint_25'	885
'checkpoint_26'	823
'checkpoint_27'	819
'checkpoint_28'	840
'checkpoint_29'	782
'checkpoint_30'	833
'checkpoint_31'	807
'checkpoint_32'	829
'checkpoint_33'	846
'checkpoint_34'	897
'checkpoint_35'	915
'checkpoint_36'	886
'checkpoint_37'	882
'checkpoint_38'	875
'checkpoint_39'	880
'checkpoint_40'	802
'checkpoint_41'	776
'checkpoint_42'	772
'checkpoint_43'	732
'checkpoint_44'	703
'checkpoint_45'	772
'checkpoint_46'	863
'checkpoint_47'	870
'checkpoint_48'	847
'checkpoint_49'	809

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/RoadRunner_run_5

• Dataset size: 41.73 GiB

• Splits:

Split	Examples
'checkpoint_00'	2,852
'checkpoint_01'	1,202
'checkpoint_02'	1,083
'checkpoint_03'	1,010
'checkpoint_04'	921
'checkpoint_05'	789
'checkpoint_06'	896
'checkpoint_07'	754
'checkpoint_08'	842
'checkpoint_09'	824
'checkpoint_10'	865
'checkpoint_11'	810
'checkpoint_12'	879
'checkpoint_13'	832
'checkpoint_14'	895
'checkpoint_15'	922
'checkpoint_16'	946
'checkpoint_17'	921
'checkpoint_18'	905
'checkpoint_19'	880
'checkpoint_20'	873
'checkpoint_21'	866
'checkpoint_22'	852
'checkpoint_23'	776
'checkpoint_24'	787
'checkpoint_25'	759
'checkpoint_26'	849
'checkpoint_27'	873
'checkpoint_28'	768
'checkpoint_29'	778
'checkpoint_30'	768
'checkpoint_31'	801
'checkpoint_32'	783
'checkpoint_33'	862
'checkpoint_34'	896
'checkpoint_35'	837
'checkpoint_36'	814
'checkpoint_37'	848
'checkpoint_38'	773
'checkpoint_39'	798
'checkpoint_40'	776
'checkpoint_41'	839
'checkpoint_42'	882
'checkpoint_43'	909
'checkpoint_44'	851
'checkpoint_45'	959
'checkpoint_46'	906
'checkpoint_47'	907
'checkpoint_48'	911
'checkpoint_49'	873

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Robotank_run_1

• Dataset size: 47.20 GiB

• Splits:

Split	Examples
'checkpoint_00'	365
'checkpoint_01'	368
'checkpoint_02'	349
'checkpoint_03'	319
'checkpoint_04'	309
'checkpoint_05'	297
'checkpoint_06'	265
'checkpoint_07'	243
'checkpoint_08'	215
'checkpoint_09'	195
'checkpoint_10'	191
'checkpoint_11'	185
'checkpoint_12'	180
'checkpoint_13'	179
'checkpoint_14'	171
'checkpoint_15'	164
'checkpoint_16'	162
'checkpoint_17'	161
'checkpoint_18'	161
'checkpoint_19'	156
'checkpoint_20'	161
'checkpoint_21'	158
'checkpoint_22'	155
'checkpoint_23'	157
'checkpoint_24'	157
'checkpoint_25'	154
'checkpoint_26'	149
'checkpoint_27'	150
'checkpoint_28'	150
'checkpoint_29'	148
'checkpoint_30'	145
'checkpoint_31'	147
'checkpoint_32'	141
'checkpoint_33'	143
'checkpoint_34'	146
'checkpoint_35'	148
'checkpoint_36'	148
'checkpoint_37'	147
'checkpoint_38'	147
'checkpoint_39'	154
'checkpoint_40'	150
'checkpoint_41'	151
'checkpoint_42'	148
'checkpoint_43'	152
'checkpoint_44'	152
'checkpoint_45'	148
'checkpoint_46'	150
'checkpoint_47'	149
'checkpoint_48'	153
'checkpoint_49'	151

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Robotank_run_2

• Dataset size: 47.28 GiB

• Splits:

Split	Examples
'checkpoint_00'	352
'checkpoint_01'	374
'checkpoint_02'	354
'checkpoint_03'	321
'checkpoint_04'	293
'checkpoint_05'	272
'checkpoint_06'	271
'checkpoint_07'	236
'checkpoint_08'	216
'checkpoint_09'	199
'checkpoint_10'	190
'checkpoint_11'	185
'checkpoint_12'	179
'checkpoint_13'	176
'checkpoint_14'	172
'checkpoint_15'	173
'checkpoint_16'	163
'checkpoint_17'	160
'checkpoint_18'	152
'checkpoint_19'	153
'checkpoint_20'	144
'checkpoint_21'	148
'checkpoint_22'	144
'checkpoint_23'	146
'checkpoint_24'	147
'checkpoint_25'	141
'checkpoint_26'	146
'checkpoint_27'	144
'checkpoint_28'	144
'checkpoint_29'	149
'checkpoint_30'	149
'checkpoint_31'	148
'checkpoint_32'	144
'checkpoint_33'	148
'checkpoint_34'	146
'checkpoint_35'	149
'checkpoint_36'	148
'checkpoint_37'	149
'checkpoint_38'	151
'checkpoint_39'	152
'checkpoint_40'	149
'checkpoint_41'	149
'checkpoint_42'	144
'checkpoint_43'	145
'checkpoint_44'	147
'checkpoint_45'	147
'checkpoint_46'	148
'checkpoint_47'	148
'checkpoint_48'	148
'checkpoint_49'	147

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Robotank_run_3

• Dataset size: 47.31 GiB

• Splits:

Split	Examples
'checkpoint_00'	367
'checkpoint_01'	371
'checkpoint_02'	350
'checkpoint_03'	304
'checkpoint_04'	294
'checkpoint_05'	286
'checkpoint_06'	288
'checkpoint_07'	253
'checkpoint_08'	227
'checkpoint_09'	217
'checkpoint_10'	210
'checkpoint_11'	195
'checkpoint_12'	188
'checkpoint_13'	176
'checkpoint_14'	170
'checkpoint_15'	178
'checkpoint_16'	168
'checkpoint_17'	168
'checkpoint_18'	163
'checkpoint_19'	161
'checkpoint_20'	154
'checkpoint_21'	154
'checkpoint_22'	155
'checkpoint_23'	156
'checkpoint_24'	154
'checkpoint_25'	155
'checkpoint_26'	150
'checkpoint_27'	144
'checkpoint_28'	150
'checkpoint_29'	149
'checkpoint_30'	153
'checkpoint_31'	153
'checkpoint_32'	149
'checkpoint_33'	149
'checkpoint_34'	152
'checkpoint_35'	151
'checkpoint_36'	149
'checkpoint_37'	147
'checkpoint_38'	150
'checkpoint_39'	146
'checkpoint_40'	148
'checkpoint_41'	145
'checkpoint_42'	149
'checkpoint_43'	150
'checkpoint_44'	149
'checkpoint_45'	150
'checkpoint_46'	147
'checkpoint_47'	145
'checkpoint_48'	150
'checkpoint_49'	148

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Robotank_run_4

• Dataset size: 47.35 GiB

• Splits:

Split	Examples
'checkpoint_00'	371
'checkpoint_01'	353
'checkpoint_02'	347
'checkpoint_03'	323
'checkpoint_04'	303
'checkpoint_05'	292
'checkpoint_06'	263
'checkpoint_07'	231
'checkpoint_08'	211
'checkpoint_09'	202
'checkpoint_10'	190
'checkpoint_11'	178
'checkpoint_12'	178
'checkpoint_13'	178
'checkpoint_14'	173
'checkpoint_15'	169
'checkpoint_16'	163
'checkpoint_17'	161
'checkpoint_18'	156
'checkpoint_19'	154
'checkpoint_20'	159
'checkpoint_21'	157
'checkpoint_22'	149
'checkpoint_23'	150
'checkpoint_24'	147
'checkpoint_25'	149
'checkpoint_26'	144
'checkpoint_27'	147
'checkpoint_28'	144
'checkpoint_29'	146
'checkpoint_30'	149
'checkpoint_31'	150
'checkpoint_32'	152
'checkpoint_33'	153
'checkpoint_34'	148
'checkpoint_35'	147
'checkpoint_36'	151
'checkpoint_37'	149
'checkpoint_38'	151
'checkpoint_39'	151
'checkpoint_40'	152
'checkpoint_41'	150
'checkpoint_42'	151
'checkpoint_43'	148
'checkpoint_44'	148
'checkpoint_45'	150
'checkpoint_46'	152
'checkpoint_47'	148
'checkpoint_48'	151
'checkpoint_49'	150

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Robotank_run_5

• Dataset size: 47.13 GiB

• Splits:

Split	Examples
'checkpoint_00'	360
'checkpoint_01'	367
'checkpoint_02'	345
'checkpoint_03'	317
'checkpoint_04'	298
'checkpoint_05'	281
'checkpoint_06'	287
'checkpoint_07'	270
'checkpoint_08'	241
'checkpoint_09'	223
'checkpoint_10'	206
'checkpoint_11'	194
'checkpoint_12'	192
'checkpoint_13'	191
'checkpoint_14'	184
'checkpoint_15'	184
'checkpoint_16'	184
'checkpoint_17'	177
'checkpoint_18'	168
'checkpoint_19'	169
'checkpoint_20'	163
'checkpoint_21'	162
'checkpoint_22'	157
'checkpoint_23'	152
'checkpoint_24'	154
'checkpoint_25'	146
'checkpoint_26'	147
'checkpoint_27'	147
'checkpoint_28'	145
'checkpoint_29'	149
'checkpoint_30'	146
'checkpoint_31'	149
'checkpoint_32'	152
'checkpoint_33'	150
'checkpoint_34'	152
'checkpoint_35'	149
'checkpoint_36'	150
'checkpoint_37'	149
'checkpoint_38'	149
'checkpoint_39'	149
'checkpoint_40'	147
'checkpoint_41'	150
'checkpoint_42'	147
'checkpoint_43'	150
'checkpoint_44'	146
'checkpoint_45'	150
'checkpoint_46'	147
'checkpoint_47'	149
'checkpoint_48'	150
'checkpoint_49'	148

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Seaquest_run_1

• Dataset size: 40.70 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,325
'checkpoint_01'	961
'checkpoint_02'	892
'checkpoint_03'	846
'checkpoint_04'	930
'checkpoint_05'	926
'checkpoint_06'	927
'checkpoint_07'	851
'checkpoint_08'	706
'checkpoint_09'	732
'checkpoint_10'	718
'checkpoint_11'	710
'checkpoint_12'	722
'checkpoint_13'	641
'checkpoint_14'	612
'checkpoint_15'	561
'checkpoint_16'	656
'checkpoint_17'	633
'checkpoint_18'	620
'checkpoint_19'	611
'checkpoint_20'	593
'checkpoint_21'	600
'checkpoint_22'	613
'checkpoint_23'	609
'checkpoint_24'	589
'checkpoint_25'	574
'checkpoint_26'	576
'checkpoint_27'	634
'checkpoint_28'	651
'checkpoint_29'	624
'checkpoint_30'	619
'checkpoint_31'	609
'checkpoint_32'	597
'checkpoint_33'	572
'checkpoint_34'	589
'checkpoint_35'	641
'checkpoint_36'	723
'checkpoint_37'	655
'checkpoint_38'	732
'checkpoint_39'	719
'checkpoint_40'	673
'checkpoint_41'	603
'checkpoint_42'	565
'checkpoint_43'	566
'checkpoint_44'	560
'checkpoint_45'	548
'checkpoint_46'	570
'checkpoint_47'	562
'checkpoint_48'	562
'checkpoint_49'	564

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Seaquest_run_2

• Dataset size: 41.63 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,390
'checkpoint_01'	1,104
'checkpoint_02'	1,055
'checkpoint_03'	912
'checkpoint_04'	752
'checkpoint_05'	680
'checkpoint_06'	595
'checkpoint_07'	569
'checkpoint_08'	614
'checkpoint_09'	628
'checkpoint_10'	618
'checkpoint_11'	679
'checkpoint_12'	690
'checkpoint_13'	723
'checkpoint_14'	737
'checkpoint_15'	676
'checkpoint_16'	638
'checkpoint_17'	579
'checkpoint_18'	547
'checkpoint_19'	568
'checkpoint_20'	562
'checkpoint_21'	566
'checkpoint_22'	591
'checkpoint_23'	568
'checkpoint_24'	548
'checkpoint_25'	561
'checkpoint_26'	559
'checkpoint_27'	573
'checkpoint_28'	591
'checkpoint_29'	603
'checkpoint_30'	630
'checkpoint_31'	650
'checkpoint_32'	582
'checkpoint_33'	666
'checkpoint_34'	621
'checkpoint_35'	626
'checkpoint_36'	621
'checkpoint_37'	583
'checkpoint_38'	605
'checkpoint_39'	588
'checkpoint_40'	628
'checkpoint_41'	593
'checkpoint_42'	599
'checkpoint_43'	600
'checkpoint_44'	597
'checkpoint_45'	573
'checkpoint_46'	568
'checkpoint_47'	613
'checkpoint_48'	589
'checkpoint_49'	598

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Seaquest_run_3

• Dataset size: 41.72 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,388
'checkpoint_01'	1,030
'checkpoint_02'	1,043
'checkpoint_03'	930
'checkpoint_04'	833
'checkpoint_05'	818
'checkpoint_06'	747
'checkpoint_07'	677
'checkpoint_08'	715
'checkpoint_09'	768
'checkpoint_10'	828
'checkpoint_11'	741
'checkpoint_12'	655
'checkpoint_13'	656
'checkpoint_14'	741
'checkpoint_15'	773
'checkpoint_16'	795
'checkpoint_17'	804
'checkpoint_18'	818
'checkpoint_19'	707
'checkpoint_20'	642
'checkpoint_21'	654
'checkpoint_22'	652
'checkpoint_23'	592
'checkpoint_24'	593
'checkpoint_25'	573
'checkpoint_26'	588
'checkpoint_27'	603
'checkpoint_28'	565
'checkpoint_29'	580
'checkpoint_30'	642
'checkpoint_31'	573
'checkpoint_32'	612
'checkpoint_33'	577
'checkpoint_34'	634
'checkpoint_35'	696
'checkpoint_36'	667
'checkpoint_37'	691
'checkpoint_38'	676
'checkpoint_39'	643
'checkpoint_40'	693
'checkpoint_41'	664
'checkpoint_42'	690
'checkpoint_43'	692
'checkpoint_44'	687
'checkpoint_45'	673
'checkpoint_46'	687
'checkpoint_47'	646
'checkpoint_48'	684
'checkpoint_49'	626

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Seaquest_run_4

• Dataset size: 41.59 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,300
'checkpoint_01'	1,030
'checkpoint_02'	1,012
'checkpoint_03'	938
'checkpoint_04'	904
'checkpoint_05'	917
'checkpoint_06'	809
'checkpoint_07'	709
'checkpoint_08'	616
'checkpoint_09'	613
'checkpoint_10'	679
'checkpoint_11'	757
'checkpoint_12'	837
'checkpoint_13'	781
'checkpoint_14'	715
'checkpoint_15'	623
'checkpoint_16'	626
'checkpoint_17'	604
'checkpoint_18'	574
'checkpoint_19'	585
'checkpoint_20'	610
'checkpoint_21'	639
'checkpoint_22'	561
'checkpoint_23'	560
'checkpoint_24'	589
'checkpoint_25'	583
'checkpoint_26'	603
'checkpoint_27'	611
'checkpoint_28'	568
'checkpoint_29'	574
'checkpoint_30'	602
'checkpoint_31'	597
'checkpoint_32'	611
'checkpoint_33'	610
'checkpoint_34'	625
'checkpoint_35'	646
'checkpoint_36'	723
'checkpoint_37'	664
'checkpoint_38'	665
'checkpoint_39'	655
'checkpoint_40'	696
'checkpoint_41'	677
'checkpoint_42'	657
'checkpoint_43'	659
'checkpoint_44'	680
'checkpoint_45'	673
'checkpoint_46'	677
'checkpoint_47'	704
'checkpoint_48'	665
'checkpoint_49'	684

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Seaquest_run_5

• Dataset size: 41.70 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,305
'checkpoint_01'	977
'checkpoint_02'	886
'checkpoint_03'	792
'checkpoint_04'	735
'checkpoint_05'	721
'checkpoint_06'	784
'checkpoint_07'	767
'checkpoint_08'	712
'checkpoint_09'	677
'checkpoint_10'	633
'checkpoint_11'	607
'checkpoint_12'	590
'checkpoint_13'	604
'checkpoint_14'	636
'checkpoint_15'	624
'checkpoint_16'	588
'checkpoint_17'	650
'checkpoint_18'	629
'checkpoint_19'	613
'checkpoint_20'	576
'checkpoint_21'	617
'checkpoint_22'	635
'checkpoint_23'	629
'checkpoint_24'	690
'checkpoint_25'	686
'checkpoint_26'	696
'checkpoint_27'	625
'checkpoint_28'	585
'checkpoint_29'	637
'checkpoint_30'	641
'checkpoint_31'	663
'checkpoint_32'	648
'checkpoint_33'	629
'checkpoint_34'	606
'checkpoint_35'	599
'checkpoint_36'	577
'checkpoint_37'	575
'checkpoint_38'	596
'checkpoint_39'	552
'checkpoint_40'	572
'checkpoint_41'	544
'checkpoint_42'	547
'checkpoint_43'	560
'checkpoint_44'	571
'checkpoint_45'	606
'checkpoint_46'	610
'checkpoint_47'	581
'checkpoint_48'	602
'checkpoint_49'	598

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/SpaceInvaders_run_1

• Dataset size: 49.70 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,743
'checkpoint_01'	1,292
'checkpoint_02'	969
'checkpoint_03'	984
'checkpoint_04'	960
'checkpoint_05'	917
'checkpoint_06'	818
'checkpoint_07'	737
'checkpoint_08'	691
'checkpoint_09'	692
'checkpoint_10'	668
'checkpoint_11'	595
'checkpoint_12'	624
'checkpoint_13'	603
'checkpoint_14'	573
'checkpoint_15'	552
'checkpoint_16'	557
'checkpoint_17'	524
'checkpoint_18'	531
'checkpoint_19'	511
'checkpoint_20'	533
'checkpoint_21'	520
'checkpoint_22'	497
'checkpoint_23'	486
'checkpoint_24'	479
'checkpoint_25'	502
'checkpoint_26'	467
'checkpoint_27'	513
'checkpoint_28'	472
'checkpoint_29'	472
'checkpoint_30'	469
'checkpoint_31'	507
'checkpoint_32'	502
'checkpoint_33'	514
'checkpoint_34'	497
'checkpoint_35'	488
'checkpoint_36'	507
'checkpoint_37'	501
'checkpoint_38'	497
'checkpoint_39'	477
'checkpoint_40'	480
'checkpoint_41'	472
'checkpoint_42'	491
'checkpoint_43'	476
'checkpoint_44'	481
'checkpoint_45'	500
'checkpoint_46'	492
'checkpoint_47'	513
'checkpoint_48'	503
'checkpoint_49'	484

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/SpaceInvaders_run_2

• Dataset size: 50.03 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,847
'checkpoint_01'	1,313
'checkpoint_02'	1,017
'checkpoint_03'	1,030
'checkpoint_04'	966
'checkpoint_05'	909
'checkpoint_06'	829
'checkpoint_07'	780
'checkpoint_08'	738
'checkpoint_09'	721
'checkpoint_10'	675
'checkpoint_11'	649
'checkpoint_12'	640
'checkpoint_13'	621
'checkpoint_14'	603
'checkpoint_15'	583
'checkpoint_16'	597
'checkpoint_17'	583
'checkpoint_18'	612
'checkpoint_19'	568
'checkpoint_20'	559
'checkpoint_21'	547
'checkpoint_22'	538
'checkpoint_23'	550
'checkpoint_24'	524
'checkpoint_25'	524
'checkpoint_26'	536
'checkpoint_27'	545
'checkpoint_28'	516
'checkpoint_29'	518
'checkpoint_30'	518
'checkpoint_31'	558
'checkpoint_32'	553
'checkpoint_33'	537
'checkpoint_34'	559
'checkpoint_35'	538
'checkpoint_36'	547
'checkpoint_37'	567
'checkpoint_38'	541
'checkpoint_39'	538
'checkpoint_40'	554
'checkpoint_41'	533
'checkpoint_42'	538
'checkpoint_43'	557
'checkpoint_44'	557
'checkpoint_45'	540
'checkpoint_46'	542
'checkpoint_47'	538
'checkpoint_48'	552
'checkpoint_49'	529

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/SpaceInvaders_run_3

• Dataset size: 49.92 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,707
'checkpoint_01'	1,305
'checkpoint_02'	941
'checkpoint_03'	973
'checkpoint_04'	891
'checkpoint_05'	832
'checkpoint_06'	744
'checkpoint_07'	734
'checkpoint_08'	727
'checkpoint_09'	681
'checkpoint_10'	657
'checkpoint_11'	595
'checkpoint_12'	589
'checkpoint_13'	581
'checkpoint_14'	571
'checkpoint_15'	556
'checkpoint_16'	548
'checkpoint_17'	530
'checkpoint_18'	524
'checkpoint_19'	510
'checkpoint_20'	509
'checkpoint_21'	493
'checkpoint_22'	501
'checkpoint_23'	519
'checkpoint_24'	492
'checkpoint_25'	472
'checkpoint_26'	498
'checkpoint_27'	493
'checkpoint_28'	474
'checkpoint_29'	472
'checkpoint_30'	506
'checkpoint_31'	469
'checkpoint_32'	493
'checkpoint_33'	504
'checkpoint_34'	484
'checkpoint_35'	500
'checkpoint_36'	512
'checkpoint_37'	522
'checkpoint_38'	519
'checkpoint_39'	518
'checkpoint_40'	518
'checkpoint_41'	524
'checkpoint_42'	542
'checkpoint_43'	518
'checkpoint_44'	526
'checkpoint_45'	529
'checkpoint_46'	538
'checkpoint_47'	539
'checkpoint_48'	542
'checkpoint_49'	527

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/SpaceInvaders_run_4

• Dataset size: 49.90 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,724
'checkpoint_01'	1,281
'checkpoint_02'	1,049
'checkpoint_03'	1,005
'checkpoint_04'	949
'checkpoint_05'	969
'checkpoint_06'	891
'checkpoint_07'	776
'checkpoint_08'	734
'checkpoint_09'	675
'checkpoint_10'	687
'checkpoint_11'	654
'checkpoint_12'	644
'checkpoint_13'	654
'checkpoint_14'	602
'checkpoint_15'	595
'checkpoint_16'	578
'checkpoint_17'	582
'checkpoint_18'	565
'checkpoint_19'	572
'checkpoint_20'	559
'checkpoint_21'	587
'checkpoint_22'	577
'checkpoint_23'	539
'checkpoint_24'	559
'checkpoint_25'	543
'checkpoint_26'	555
'checkpoint_27'	544
'checkpoint_28'	544
'checkpoint_29'	560
'checkpoint_30'	528
'checkpoint_31'	523
'checkpoint_32'	524
'checkpoint_33'	524
'checkpoint_34'	536
'checkpoint_35'	524
'checkpoint_36'	565
'checkpoint_37'	539
'checkpoint_38'	541
'checkpoint_39'	518
'checkpoint_40'	543
'checkpoint_41'	560
'checkpoint_42'	582
'checkpoint_43'	564
'checkpoint_44'	551
'checkpoint_45'	527
'checkpoint_46'	553
'checkpoint_47'	541
'checkpoint_48'	556
'checkpoint_49'	535

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/SpaceInvaders_run_5

• Dataset size: 49.92 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,713
'checkpoint_01'	1,283
'checkpoint_02'	933
'checkpoint_03'	974
'checkpoint_04'	970
'checkpoint_05'	914
'checkpoint_06'	872
'checkpoint_07'	808
'checkpoint_08'	718
'checkpoint_09'	717
'checkpoint_10'	711
'checkpoint_11'	691
'checkpoint_12'	696
'checkpoint_13'	688
'checkpoint_14'	668
'checkpoint_15'	653
'checkpoint_16'	625
'checkpoint_17'	634
'checkpoint_18'	598
'checkpoint_19'	571
'checkpoint_20'	562
'checkpoint_21'	570
'checkpoint_22'	560
'checkpoint_23'	539
'checkpoint_24'	525
'checkpoint_25'	532
'checkpoint_26'	538
'checkpoint_27'	555
'checkpoint_28'	500
'checkpoint_29'	551
'checkpoint_30'	535
'checkpoint_31'	512
'checkpoint_32'	534
'checkpoint_33'	542
'checkpoint_34'	523
'checkpoint_35'	557
'checkpoint_36'	533
'checkpoint_37'	524
'checkpoint_38'	517
'checkpoint_39'	527
'checkpoint_40'	516
'checkpoint_41'	518
'checkpoint_42'	520
'checkpoint_43'	511
'checkpoint_44'	516
'checkpoint_45'	522
'checkpoint_46'	540
'checkpoint_47'	515
'checkpoint_48'	509
'checkpoint_49'	497

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/StarGunner_run_1

• Dataset size: 22.65 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,062
'checkpoint_01'	1,193
'checkpoint_02'	1,161
'checkpoint_03'	1,268
'checkpoint_04'	1,383
'checkpoint_05'	1,574
'checkpoint_06'	1,753
'checkpoint_07'	2,103
'checkpoint_08'	2,251
'checkpoint_09'	2,204
'checkpoint_10'	2,168
'checkpoint_11'	2,035
'checkpoint_12'	1,874
'checkpoint_13'	1,789
'checkpoint_14'	1,776
'checkpoint_15'	1,704
'checkpoint_16'	1,651
'checkpoint_17'	1,610
'checkpoint_18'	1,492
'checkpoint_19'	1,482
'checkpoint_20'	1,450
'checkpoint_21'	1,357
'checkpoint_22'	1,219
'checkpoint_23'	1,135
'checkpoint_24'	999
'checkpoint_25'	904
'checkpoint_26'	809
'checkpoint_27'	689
'checkpoint_28'	596
'checkpoint_29'	588
'checkpoint_30'	504
'checkpoint_31'	491
'checkpoint_32'	473
'checkpoint_33'	456
'checkpoint_34'	427
'checkpoint_35'	415
'checkpoint_36'	412
'checkpoint_37'	392
'checkpoint_38'	400
'checkpoint_39'	391
'checkpoint_40'	395
'checkpoint_41'	373
'checkpoint_42'	360
'checkpoint_43'	364
'checkpoint_44'	370
'checkpoint_45'	370
'checkpoint_46'	359
'checkpoint_47'	357
'checkpoint_48'	351

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/StarGunner_run_2

• Dataset size: 22.94 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,098
'checkpoint_01'	1,187
'checkpoint_02'	1,152
'checkpoint_03'	1,338
'checkpoint_04'	1,484
'checkpoint_05'	1,506
'checkpoint_06'	1,691
'checkpoint_07'	1,932
'checkpoint_08'	2,143
'checkpoint_09'	2,086
'checkpoint_10'	2,007
'checkpoint_11'	1,838
'checkpoint_12'	1,740
'checkpoint_13'	1,651
'checkpoint_14'	1,518
'checkpoint_15'	1,390
'checkpoint_16'	1,309
'checkpoint_17'	1,210
'checkpoint_18'	1,034
'checkpoint_19'	858
'checkpoint_20'	730
'checkpoint_21'	632
'checkpoint_22'	590
'checkpoint_23'	514
'checkpoint_24'	463
'checkpoint_25'	470
'checkpoint_26'	433
'checkpoint_27'	374
'checkpoint_28'	368
'checkpoint_29'	369
'checkpoint_30'	361
'checkpoint_31'	349
'checkpoint_32'	362
'checkpoint_33'	348
'checkpoint_34'	350
'checkpoint_35'	339
'checkpoint_36'	353
'checkpoint_37'	351
'checkpoint_38'	344
'checkpoint_39'	343
'checkpoint_40'	356
'checkpoint_41'	338
'checkpoint_42'	340
'checkpoint_43'	332
'checkpoint_44'	335
'checkpoint_45'	328
'checkpoint_46'	329
'checkpoint_47'	323
'checkpoint_48'	328

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/StarGunner_run_3

• Dataset size: 22.85 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,096
'checkpoint_01'	1,178
'checkpoint_02'	1,188
'checkpoint_03'	1,162
'checkpoint_04'	1,365
'checkpoint_05'	1,505
'checkpoint_06'	1,779
'checkpoint_07'	1,956
'checkpoint_08'	2,019
'checkpoint_09'	2,008
'checkpoint_10'	1,744
'checkpoint_11'	1,667
'checkpoint_12'	1,561
'checkpoint_13'	1,436
'checkpoint_14'	1,389
'checkpoint_15'	1,403
'checkpoint_16'	1,388
'checkpoint_17'	1,300
'checkpoint_18'	1,308
'checkpoint_19'	1,234
'checkpoint_20'	1,148
'checkpoint_21'	1,039
'checkpoint_22'	887
'checkpoint_23'	786
'checkpoint_24'	651
'checkpoint_25'	553
'checkpoint_26'	486
'checkpoint_27'	454
'checkpoint_28'	420
'checkpoint_29'	414
'checkpoint_30'	397
'checkpoint_31'	385
'checkpoint_32'	381
'checkpoint_33'	372
'checkpoint_34'	374
'checkpoint_35'	364
'checkpoint_36'	353
'checkpoint_37'	343
'checkpoint_38'	346
'checkpoint_39'	358
'checkpoint_40'	341
'checkpoint_41'	352
'checkpoint_42'	347
'checkpoint_43'	348
'checkpoint_44'	345
'checkpoint_45'	352
'checkpoint_46'	340
'checkpoint_47'	346
'checkpoint_48'	347

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/StarGunner_run_4

• Dataset size: 22.62 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,104
'checkpoint_01'	1,173
'checkpoint_02'	1,125
'checkpoint_03'	1,181
'checkpoint_04'	1,373
'checkpoint_05'	1,529
'checkpoint_06'	1,696
'checkpoint_07'	1,780
'checkpoint_08'	1,884
'checkpoint_09'	1,988
'checkpoint_10'	2,088
'checkpoint_11'	2,058
'checkpoint_12'	1,923
'checkpoint_13'	1,858
'checkpoint_14'	1,782
'checkpoint_15'	1,676
'checkpoint_16'	1,620
'checkpoint_17'	1,596
'checkpoint_18'	1,524
'checkpoint_19'	1,456
'checkpoint_20'	1,418
'checkpoint_21'	1,247
'checkpoint_22'	1,171
'checkpoint_23'	1,072
'checkpoint_24'	950
'checkpoint_25'	843
'checkpoint_26'	743
'checkpoint_27'	664
'checkpoint_28'	599
'checkpoint_29'	569
'checkpoint_30'	563
'checkpoint_31'	553
'checkpoint_32'	485
'checkpoint_33'	500
'checkpoint_34'	478
'checkpoint_35'	492
'checkpoint_36'	470
'checkpoint_37'	455
'checkpoint_38'	435
'checkpoint_39'	437
'checkpoint_40'	439
'checkpoint_41'	430
'checkpoint_42'	445
'checkpoint_43'	436
'checkpoint_44'	436
'checkpoint_45'	422
'checkpoint_46'	431
'checkpoint_47'	402
'checkpoint_48'	398

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/StarGunner_run_5

• Dataset size: 22.75 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,075
'checkpoint_01'	1,172
'checkpoint_02'	1,160
'checkpoint_03'	1,248
'checkpoint_04'	1,543
'checkpoint_05'	1,660
'checkpoint_06'	1,775
'checkpoint_07'	2,014
'checkpoint_08'	2,164
'checkpoint_09'	2,325
'checkpoint_10'	2,335
'checkpoint_11'	2,274
'checkpoint_12'	2,106
'checkpoint_13'	1,911
'checkpoint_14'	1,715
'checkpoint_15'	1,612
'checkpoint_16'	1,593
'checkpoint_17'	1,511
'checkpoint_18'	1,388
'checkpoint_19'	1,242
'checkpoint_20'	1,139
'checkpoint_21'	1,043
'checkpoint_22'	874
'checkpoint_23'	773
'checkpoint_24'	692
'checkpoint_25'	652
'checkpoint_26'	551
'checkpoint_27'	546
'checkpoint_28'	506
'checkpoint_29'	462
'checkpoint_30'	447
'checkpoint_31'	423
'checkpoint_32'	401
'checkpoint_33'	399
'checkpoint_34'	382
'checkpoint_35'	379
'checkpoint_36'	382
'checkpoint_37'	367
'checkpoint_38'	371
'checkpoint_39'	378
'checkpoint_40'	363
'checkpoint_41'	358
'checkpoint_42'	368
'checkpoint_43'	360
'checkpoint_44'	360
'checkpoint_45'	355
'checkpoint_46'	362
'checkpoint_47'	351
'checkpoint_48'	357

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/TimePilot_run_1

• Dataset size: 41.48 GiB

• Splits:

Split	Examples
'checkpoint_00'	636
'checkpoint_01'	760
'checkpoint_02'	1,021
'checkpoint_03'	1,060
'checkpoint_04'	1,105
'checkpoint_05'	1,117
'checkpoint_06'	1,098
'checkpoint_07'	1,024
'checkpoint_08'	961
'checkpoint_09'	935
'checkpoint_10'	927
'checkpoint_11'	921
'checkpoint_12'	968
'checkpoint_13'	954
'checkpoint_14'	856
'checkpoint_15'	860
'checkpoint_16'	860
'checkpoint_17'	905
'checkpoint_18'	918
'checkpoint_19'	905
'checkpoint_20'	895
'checkpoint_21'	891
'checkpoint_22'	877
'checkpoint_23'	968
'checkpoint_24'	996
'checkpoint_25'	954
'checkpoint_26'	945
'checkpoint_27'	981
'checkpoint_28'	956
'checkpoint_29'	955
'checkpoint_30'	1,006
'checkpoint_31'	983
'checkpoint_32'	969
'checkpoint_33'	993
'checkpoint_34'	949
'checkpoint_35'	958
'checkpoint_36'	972
'checkpoint_37'	997
'checkpoint_38'	999
'checkpoint_39'	1,012
'checkpoint_40'	1,018
'checkpoint_41'	1,000
'checkpoint_42'	996
'checkpoint_43'	942
'checkpoint_44'	983
'checkpoint_45'	988
'checkpoint_46'	981
'checkpoint_47'	950
'checkpoint_48'	955
'checkpoint_49'	995

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/TimePilot_run_2

• Dataset size: 41.38 GiB

• Splits:

Split	Examples
'checkpoint_00'	647
'checkpoint_01'	784
'checkpoint_02'	962
'checkpoint_03'	1,052
'checkpoint_04'	1,026
'checkpoint_05'	990
'checkpoint_06'	1,020
'checkpoint_07'	1,018
'checkpoint_08'	1,075
'checkpoint_09'	1,062
'checkpoint_10'	1,039
'checkpoint_11'	1,037
'checkpoint_12'	1,031
'checkpoint_13'	998
'checkpoint_14'	976
'checkpoint_15'	929
'checkpoint_16'	922
'checkpoint_17'	946
'checkpoint_18'	985
'checkpoint_19'	995
'checkpoint_20'	1,001
'checkpoint_21'	998
'checkpoint_22'	997
'checkpoint_23'	995
'checkpoint_24'	999
'checkpoint_25'	1,029
'checkpoint_26'	1,023
'checkpoint_27'	1,003
'checkpoint_28'	1,008
'checkpoint_29'	983
'checkpoint_30'	979
'checkpoint_31'	987
'checkpoint_32'	971
'checkpoint_33'	962
'checkpoint_34'	947
'checkpoint_35'	942
'checkpoint_36'	910
'checkpoint_37'	914
'checkpoint_38'	933
'checkpoint_39'	966
'checkpoint_40'	916
'checkpoint_41'	942
'checkpoint_42'	952
'checkpoint_43'	941
'checkpoint_44'	889
'checkpoint_45'	872
'checkpoint_46'	916
'checkpoint_47'	919
'checkpoint_48'	901
'checkpoint_49'	927

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/TimePilot_run_3

• Dataset size: 41.65 GiB

• Splits:

Split	Examples
'checkpoint_00'	643
'checkpoint_01'	738
'checkpoint_02'	986
'checkpoint_03'	1,079
'checkpoint_04'	1,045
'checkpoint_05'	1,052
'checkpoint_06'	1,043
'checkpoint_07'	1,038
'checkpoint_08'	1,006
'checkpoint_09'	904
'checkpoint_10'	921
'checkpoint_11'	948
'checkpoint_12'	899
'checkpoint_13'	976
'checkpoint_14'	930
'checkpoint_15'	910
'checkpoint_16'	926
'checkpoint_17'	911
'checkpoint_18'	910
'checkpoint_19'	907
'checkpoint_20'	888
'checkpoint_21'	882
'checkpoint_22'	902
'checkpoint_23'	894
'checkpoint_24'	876
'checkpoint_25'	882
'checkpoint_26'	897
'checkpoint_27'	849
'checkpoint_28'	946
'checkpoint_29'	956
'checkpoint_30'	971
'checkpoint_31'	947
'checkpoint_32'	957
'checkpoint_33'	909
'checkpoint_34'	943
'checkpoint_35'	953
'checkpoint_36'	954
'checkpoint_37'	932
'checkpoint_38'	931
'checkpoint_39'	937
'checkpoint_40'	925
'checkpoint_41'	914
'checkpoint_42'	923
'checkpoint_43'	899
'checkpoint_44'	905
'checkpoint_45'	889
'checkpoint_46'	900
'checkpoint_47'	871
'checkpoint_48'	882
'checkpoint_49'	895

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/TimePilot_run_4

• Dataset size: 41.68 GiB

• Splits:

Split	Examples
'checkpoint_00'	650
'checkpoint_01'	704
'checkpoint_02'	972
'checkpoint_03'	966
'checkpoint_04'	978
'checkpoint_05'	990
'checkpoint_06'	998
'checkpoint_07'	1,049
'checkpoint_08'	1,031
'checkpoint_09'	994
'checkpoint_10'	931
'checkpoint_11'	966
'checkpoint_12'	927
'checkpoint_13'	901
'checkpoint_14'	942
'checkpoint_15'	898
'checkpoint_16'	899
'checkpoint_17'	893
'checkpoint_18'	939
'checkpoint_19'	909
'checkpoint_20'	917
'checkpoint_21'	893
'checkpoint_22'	926
'checkpoint_23'	880
'checkpoint_24'	891
'checkpoint_25'	912
'checkpoint_26'	964
'checkpoint_27'	949
'checkpoint_28'	966
'checkpoint_29'	941
'checkpoint_30'	955
'checkpoint_31'	943
'checkpoint_32'	932
'checkpoint_33'	911
'checkpoint_34'	890
'checkpoint_35'	884
'checkpoint_36'	930
'checkpoint_37'	908
'checkpoint_38'	923
'checkpoint_39'	911
'checkpoint_40'	924
'checkpoint_41'	875
'checkpoint_42'	911
'checkpoint_43'	932
'checkpoint_44'	941
'checkpoint_45'	918
'checkpoint_46'	899
'checkpoint_47'	883
'checkpoint_48'	920
'checkpoint_49'	895

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/TimePilot_run_5

• Dataset size: 41.52 GiB

• Splits:

Split	Examples
'checkpoint_00'	646
'checkpoint_01'	697
'checkpoint_02'	959
'checkpoint_03'	1,016
'checkpoint_04'	1,093
'checkpoint_05'	1,127
'checkpoint_06'	1,132
'checkpoint_07'	1,096
'checkpoint_08'	1,088
'checkpoint_09'	1,089
'checkpoint_10'	1,020
'checkpoint_11'	1,027
'checkpoint_12'	1,002
'checkpoint_13'	996
'checkpoint_14'	980
'checkpoint_15'	969
'checkpoint_16'	948
'checkpoint_17'	927
'checkpoint_18'	945
'checkpoint_19'	953
'checkpoint_20'	938
'checkpoint_21'	995
'checkpoint_22'	976
'checkpoint_23'	985
'checkpoint_24'	989
'checkpoint_25'	944
'checkpoint_26'	935
'checkpoint_27'	914
'checkpoint_28'	935
'checkpoint_29'	934
'checkpoint_30'	918
'checkpoint_31'	932
'checkpoint_32'	919
'checkpoint_33'	905
'checkpoint_34'	909
'checkpoint_35'	929
'checkpoint_36'	920
'checkpoint_37'	941
'checkpoint_38'	894
'checkpoint_39'	930
'checkpoint_40'	904
'checkpoint_41'	926
'checkpoint_42'	897
'checkpoint_43'	911
'checkpoint_44'	937
'checkpoint_45'	919
'checkpoint_46'	893
'checkpoint_47'	917
'checkpoint_48'	931
'checkpoint_49'	937

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/UpNDown_run_1

• Dataset size: 100.18 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,604
'checkpoint_01'	991
'checkpoint_02'	715
'checkpoint_03'	690
'checkpoint_04'	625
'checkpoint_05'	643
'checkpoint_06'	655
'checkpoint_07'	627
'checkpoint_08'	616
'checkpoint_09'	641
'checkpoint_10'	651
'checkpoint_11'	615
'checkpoint_12'	656
'checkpoint_13'	612
'checkpoint_14'	696
'checkpoint_15'	642
'checkpoint_16'	658
'checkpoint_17'	643
'checkpoint_18'	684
'checkpoint_19'	623
'checkpoint_20'	627
'checkpoint_21'	645
'checkpoint_22'	675
'checkpoint_23'	624
'checkpoint_24'	656
'checkpoint_25'	623
'checkpoint_26'	681
'checkpoint_27'	607
'checkpoint_28'	690
'checkpoint_29'	649
'checkpoint_30'	629
'checkpoint_31'	625
'checkpoint_32'	655
'checkpoint_33'	666
'checkpoint_34'	674
'checkpoint_35'	696
'checkpoint_36'	669
'checkpoint_37'	676
'checkpoint_38'	680
'checkpoint_39'	641
'checkpoint_40'	636
'checkpoint_41'	667
'checkpoint_42'	645
'checkpoint_43'	645
'checkpoint_44'	649
'checkpoint_45'	650
'checkpoint_46'	694
'checkpoint_47'	591
'checkpoint_48'	636
'checkpoint_49'	659

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/UpNDown_run_2

• Dataset size: 99.74 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,546
'checkpoint_01'	962
'checkpoint_02'	682
'checkpoint_03'	626
'checkpoint_04'	611
'checkpoint_05'	637
'checkpoint_06'	655
'checkpoint_07'	624
'checkpoint_08'	635
'checkpoint_09'	647
'checkpoint_10'	635
'checkpoint_11'	613
'checkpoint_12'	611
'checkpoint_13'	618
'checkpoint_14'	577
'checkpoint_15'	616
'checkpoint_16'	628
'checkpoint_17'	668
'checkpoint_18'	638
'checkpoint_19'	626
'checkpoint_20'	646
'checkpoint_21'	665
'checkpoint_22'	638
'checkpoint_23'	682
'checkpoint_24'	598
'checkpoint_25'	650
'checkpoint_26'	669
'checkpoint_27'	616
'checkpoint_28'	679
'checkpoint_29'	608
'checkpoint_30'	660
'checkpoint_31'	677
'checkpoint_32'	624
'checkpoint_33'	667
'checkpoint_34'	647
'checkpoint_35'	682
'checkpoint_36'	675
'checkpoint_37'	631
'checkpoint_38'	636
'checkpoint_39'	632
'checkpoint_40'	686
'checkpoint_41'	623
'checkpoint_42'	608
'checkpoint_43'	694
'checkpoint_44'	653
'checkpoint_45'	672
'checkpoint_46'	639
'checkpoint_47'	675
'checkpoint_48'	667
'checkpoint_49'	713

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/UpNDown_run_3

• Dataset size: 99.85 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,594
'checkpoint_01'	989
'checkpoint_02'	796
'checkpoint_03'	638
'checkpoint_04'	636
'checkpoint_05'	638
'checkpoint_06'	622
'checkpoint_07'	660
'checkpoint_08'	669
'checkpoint_09'	674
'checkpoint_10'	619
'checkpoint_11'	631
'checkpoint_12'	661
'checkpoint_13'	651
'checkpoint_14'	641
'checkpoint_15'	628
'checkpoint_16'	631
'checkpoint_17'	612
'checkpoint_18'	613
'checkpoint_19'	620
'checkpoint_20'	652
'checkpoint_21'	637
'checkpoint_22'	652
'checkpoint_23'	640
'checkpoint_24'	600
'checkpoint_25'	620
'checkpoint_26'	618
'checkpoint_27'	651
'checkpoint_28'	687
'checkpoint_29'	659
'checkpoint_30'	649
'checkpoint_31'	632
'checkpoint_32'	716
'checkpoint_33'	624
'checkpoint_34'	607
'checkpoint_35'	627
'checkpoint_36'	625
'checkpoint_37'	649
'checkpoint_38'	620
'checkpoint_39'	618
'checkpoint_40'	649
'checkpoint_41'	684
'checkpoint_42'	618
'checkpoint_43'	657
'checkpoint_44'	651
'checkpoint_45'	614
'checkpoint_46'	613
'checkpoint_47'	636
'checkpoint_48'	635
'checkpoint_49'	662

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/UpNDown_run_4

• Dataset size: 99.97 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,581
'checkpoint_01'	975
'checkpoint_02'	713
'checkpoint_03'	695
'checkpoint_04'	678
'checkpoint_05'	646
'checkpoint_06'	621
'checkpoint_07'	651
'checkpoint_08'	624
'checkpoint_09'	646
'checkpoint_10'	634
'checkpoint_11'	610
'checkpoint_12'	576
'checkpoint_13'	573
'checkpoint_14'	629
'checkpoint_15'	641
'checkpoint_16'	578
'checkpoint_17'	625
'checkpoint_18'	596
'checkpoint_19'	628
'checkpoint_20'	612
'checkpoint_21'	635
'checkpoint_22'	621
'checkpoint_23'	635
'checkpoint_24'	607
'checkpoint_25'	603
'checkpoint_26'	643
'checkpoint_27'	659
'checkpoint_28'	583
'checkpoint_29'	653
'checkpoint_30'	638
'checkpoint_31'	591
'checkpoint_32'	629
'checkpoint_33'	630
'checkpoint_34'	652
'checkpoint_35'	593
'checkpoint_36'	608
'checkpoint_37'	635
'checkpoint_38'	615
'checkpoint_39'	622
'checkpoint_40'	612
'checkpoint_41'	625
'checkpoint_42'	687
'checkpoint_43'	621
'checkpoint_44'	747
'checkpoint_45'	664
'checkpoint_46'	718
'checkpoint_47'	643
'checkpoint_48'	652
'checkpoint_49'	665

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/UpNDown_run_5

• Dataset size: 100.06 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,566
'checkpoint_01'	980
'checkpoint_02'	694
'checkpoint_03'	655
'checkpoint_04'	623
'checkpoint_05'	644
'checkpoint_06'	643
'checkpoint_07'	681
'checkpoint_08'	669
'checkpoint_09'	606
'checkpoint_10'	647
'checkpoint_11'	661
'checkpoint_12'	626
'checkpoint_13'	603
'checkpoint_14'	623
'checkpoint_15'	598
'checkpoint_16'	666
'checkpoint_17'	666
'checkpoint_18'	611
'checkpoint_19'	606
'checkpoint_20'	628
'checkpoint_21'	615
'checkpoint_22'	622
'checkpoint_23'	674
'checkpoint_24'	602
'checkpoint_25'	603
'checkpoint_26'	684
'checkpoint_27'	643
'checkpoint_28'	649
'checkpoint_29'	631
'checkpoint_30'	643
'checkpoint_31'	625
'checkpoint_32'	699
'checkpoint_33'	633
'checkpoint_34'	601
'checkpoint_35'	631
'checkpoint_36'	627
'checkpoint_37'	650
'checkpoint_38'	617
'checkpoint_39'	642
'checkpoint_40'	687
'checkpoint_41'	642
'checkpoint_42'	666
'checkpoint_43'	643
'checkpoint_44'	666
'checkpoint_45'	718
'checkpoint_46'	695
'checkpoint_47'	628
'checkpoint_48'	691
'checkpoint_49'	768

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/VideoPinball_run_1

• Dataset size: 71.74 GiB

• Splits:

Split	Examples
'checkpoint_00'	797
'checkpoint_01'	893
'checkpoint_02'	786
'checkpoint_03'	593
'checkpoint_04'	447
'checkpoint_05'	401
'checkpoint_06'	179
'checkpoint_07'	166
'checkpoint_08'	166
'checkpoint_09'	157
'checkpoint_10'	148
'checkpoint_11'	118
'checkpoint_12'	127
'checkpoint_13'	136
'checkpoint_14'	119
'checkpoint_15'	105
'checkpoint_16'	126
'checkpoint_17'	187
'checkpoint_18'	167
'checkpoint_19'	162
'checkpoint_20'	176
'checkpoint_21'	155
'checkpoint_22'	142
'checkpoint_23'	185
'checkpoint_24'	174
'checkpoint_25'	164
'checkpoint_26'	185
'checkpoint_27'	171
'checkpoint_28'	164
'checkpoint_29'	173
'checkpoint_30'	204
'checkpoint_31'	225
'checkpoint_32'	187
'checkpoint_33'	164
'checkpoint_34'	208
'checkpoint_35'	164
'checkpoint_36'	216
'checkpoint_37'	184
'checkpoint_38'	242
'checkpoint_39'	175
'checkpoint_40'	221
'checkpoint_41'	230
'checkpoint_42'	222
'checkpoint_43'	215
'checkpoint_44'	218
'checkpoint_45'	266
'checkpoint_46'	145
'checkpoint_47'	348
'checkpoint_48'	309
'checkpoint_49'	225

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/VideoPinball_run_2

• Dataset size: 71.43 GiB

• Splits:

Split	Examples
'checkpoint_00'	868
'checkpoint_01'	873
'checkpoint_02'	892
'checkpoint_03'	630
'checkpoint_04'	508
'checkpoint_05'	518
'checkpoint_06'	527
'checkpoint_07'	420
'checkpoint_08'	233
'checkpoint_09'	172
'checkpoint_10'	173
'checkpoint_11'	170
'checkpoint_12'	161
'checkpoint_13'	158
'checkpoint_14'	152
'checkpoint_15'	172
'checkpoint_16'	158
'checkpoint_17'	155
'checkpoint_18'	151
'checkpoint_19'	148
'checkpoint_20'	156
'checkpoint_21'	176
'checkpoint_22'	203
'checkpoint_23'	232
'checkpoint_24'	214
'checkpoint_25'	238
'checkpoint_26'	234
'checkpoint_27'	302
'checkpoint_28'	369
'checkpoint_29'	473
'checkpoint_30'	594
'checkpoint_31'	698
'checkpoint_32'	722
'checkpoint_33'	694
'checkpoint_34'	661
'checkpoint_35'	651
'checkpoint_36'	626
'checkpoint_37'	637
'checkpoint_38'	734
'checkpoint_39'	693
'checkpoint_40'	685
'checkpoint_41'	694
'checkpoint_42'	693
'checkpoint_43'	755
'checkpoint_44'	747
'checkpoint_45'	735
'checkpoint_46'	732
'checkpoint_47'	750
'checkpoint_48'	747
'checkpoint_49'	784

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/VideoPinball_run_3

• Dataset size: 71.04 GiB

• Splits:

Split	Examples
'checkpoint_00'	839
'checkpoint_01'	898
'checkpoint_02'	856
'checkpoint_03'	757
'checkpoint_04'	537
'checkpoint_05'	510
'checkpoint_06'	502
'checkpoint_07'	264
'checkpoint_08'	186
'checkpoint_09'	185
'checkpoint_10'	185
'checkpoint_11'	165
'checkpoint_12'	132
'checkpoint_13'	138
'checkpoint_14'	137
'checkpoint_15'	146
'checkpoint_16'	130
'checkpoint_17'	131
'checkpoint_18'	128
'checkpoint_19'	169
'checkpoint_20'	143
'checkpoint_21'	157
'checkpoint_22'	178
'checkpoint_23'	286
'checkpoint_24'	394
'checkpoint_25'	528
'checkpoint_26'	564
'checkpoint_27'	499
'checkpoint_28'	416
'checkpoint_29'	594
'checkpoint_30'	579
'checkpoint_31'	551
'checkpoint_32'	549
'checkpoint_33'	547
'checkpoint_34'	687
'checkpoint_35'	623
'checkpoint_36'	580
'checkpoint_37'	618
'checkpoint_38'	864
'checkpoint_39'	889
'checkpoint_40'	805
'checkpoint_41'	857
'checkpoint_42'	874
'checkpoint_43'	763
'checkpoint_44'	794
'checkpoint_45'	786
'checkpoint_46'	805
'checkpoint_47'	798
'checkpoint_48'	773
'checkpoint_49'	757

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/VideoPinball_run_4

• Dataset size: 71.72 GiB

• Splits:

Split	Examples
'checkpoint_00'	856
'checkpoint_01'	897
'checkpoint_02'	909
'checkpoint_03'	840
'checkpoint_04'	652
'checkpoint_05'	522
'checkpoint_06'	244
'checkpoint_07'	149
'checkpoint_08'	187
'checkpoint_09'	203
'checkpoint_10'	147
'checkpoint_11'	203
'checkpoint_12'	182
'checkpoint_13'	185
'checkpoint_14'	219
'checkpoint_15'	188
'checkpoint_16'	167
'checkpoint_17'	192
'checkpoint_18'	191
'checkpoint_19'	231
'checkpoint_20'	181
'checkpoint_21'	214
'checkpoint_22'	187
'checkpoint_23'	199
'checkpoint_24'	180
'checkpoint_25'	208
'checkpoint_26'	208
'checkpoint_27'	153
'checkpoint_28'	197
'checkpoint_29'	150
'checkpoint_30'	172
'checkpoint_31'	257
'checkpoint_32'	201
'checkpoint_33'	178
'checkpoint_34'	241
'checkpoint_35'	224
'checkpoint_36'	158
'checkpoint_37'	234
'checkpoint_38'	205
'checkpoint_39'	250
'checkpoint_40'	218
'checkpoint_41'	239
'checkpoint_42'	249
'checkpoint_43'	250
'checkpoint_44'	238
'checkpoint_45'	265
'checkpoint_46'	242
'checkpoint_47'	221
'checkpoint_48'	257
'checkpoint_49'	269

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/VideoPinball_run_5

• Dataset size: 71.74 GiB

• Splits:

Split	Examples
'checkpoint_00'	840
'checkpoint_01'	898
'checkpoint_02'	833
'checkpoint_03'	776
'checkpoint_04'	622
'checkpoint_05'	516
'checkpoint_06'	465
'checkpoint_07'	248
'checkpoint_08'	158
'checkpoint_09'	137
'checkpoint_10'	173
'checkpoint_11'	154
'checkpoint_12'	149
'checkpoint_13'	116
'checkpoint_14'	150
'checkpoint_15'	106
'checkpoint_16'	122
'checkpoint_17'	127
'checkpoint_18'	153
'checkpoint_19'	136
'checkpoint_20'	160
'checkpoint_21'	166
'checkpoint_22'	128
'checkpoint_23'	127
'checkpoint_24'	172
'checkpoint_25'	182
'checkpoint_26'	179
'checkpoint_27'	222
'checkpoint_28'	190
'checkpoint_29'	287
'checkpoint_30'	207
'checkpoint_31'	156
'checkpoint_32'	210
'checkpoint_33'	145
'checkpoint_34'	230
'checkpoint_35'	173
'checkpoint_36'	228
'checkpoint_37'	241
'checkpoint_38'	252
'checkpoint_39'	223
'checkpoint_40'	275
'checkpoint_41'	306
'checkpoint_42'	295
'checkpoint_43'	169
'checkpoint_44'	276
'checkpoint_45'	220
'checkpoint_46'	257
'checkpoint_47'	165
'checkpoint_48'	277
'checkpoint_49'	242

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/WizardOfWor_run_1

• Dataset size: 60.51 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,032
'checkpoint_01'	1,105
'checkpoint_02'	1,107
'checkpoint_03'	939
'checkpoint_04'	821
'checkpoint_05'	744
'checkpoint_06'	715
'checkpoint_07'	662
'checkpoint_08'	654
'checkpoint_09'	655
'checkpoint_10'	645
'checkpoint_11'	648
'checkpoint_12'	634
'checkpoint_13'	667
'checkpoint_14'	677
'checkpoint_15'	669
'checkpoint_16'	695
'checkpoint_17'	697
'checkpoint_18'	717
'checkpoint_19'	711
'checkpoint_20'	737
'checkpoint_21'	734
'checkpoint_22'	760
'checkpoint_23'	728
'checkpoint_24'	755
'checkpoint_25'	732
'checkpoint_26'	735
'checkpoint_27'	738
'checkpoint_28'	739
'checkpoint_29'	744
'checkpoint_30'	754
'checkpoint_31'	754
'checkpoint_32'	760
'checkpoint_33'	746
'checkpoint_34'	728
'checkpoint_35'	729
'checkpoint_36'	778
'checkpoint_37'	765
'checkpoint_38'	790
'checkpoint_39'	763
'checkpoint_40'	763
'checkpoint_41'	785
'checkpoint_42'	772
'checkpoint_43'	755
'checkpoint_44'	783
'checkpoint_45'	795
'checkpoint_46'	770
'checkpoint_47'	787
'checkpoint_48'	771
'checkpoint_49'	743

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/WizardOfWor_run_2

• Dataset size: 60.47 GiB

• Splits:

Split	Examples
'checkpoint_00'	998
'checkpoint_01'	995
'checkpoint_02'	558
'checkpoint_03'	444
'checkpoint_04'	471
'checkpoint_05'	825
'checkpoint_06'	868
'checkpoint_07'	835
'checkpoint_08'	782
'checkpoint_09'	720
'checkpoint_10'	743
'checkpoint_11'	988
'checkpoint_12'	946
'checkpoint_13'	953
'checkpoint_14'	853
'checkpoint_15'	780
'checkpoint_16'	751
'checkpoint_17'	816
'checkpoint_18'	769
'checkpoint_19'	768
'checkpoint_20'	772
'checkpoint_21'	794
'checkpoint_22'	791
'checkpoint_23'	815
'checkpoint_24'	862
'checkpoint_25'	812
'checkpoint_26'	771
'checkpoint_27'	777
'checkpoint_28'	787
'checkpoint_29'	764
'checkpoint_30'	759
'checkpoint_31'	751
'checkpoint_32'	737
'checkpoint_33'	783
'checkpoint_34'	803
'checkpoint_35'	763
'checkpoint_36'	757
'checkpoint_37'	737
'checkpoint_38'	743
'checkpoint_39'	735
'checkpoint_40'	747
'checkpoint_41'	736
'checkpoint_42'	760
'checkpoint_43'	734
'checkpoint_44'	767
'checkpoint_45'	788
'checkpoint_46'	781
'checkpoint_47'	760
'checkpoint_48'	784
'checkpoint_49'	772

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/WizardOfWor_run_3

• Dataset size: 60.47 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,023
'checkpoint_01'	966
'checkpoint_02'	892
'checkpoint_03'	916
'checkpoint_04'	850
'checkpoint_05'	812
'checkpoint_06'	739
'checkpoint_07'	708
'checkpoint_08'	701
'checkpoint_09'	670
'checkpoint_10'	651
'checkpoint_11'	698
'checkpoint_12'	719
'checkpoint_13'	745
'checkpoint_14'	816
'checkpoint_15'	801
'checkpoint_16'	819
'checkpoint_17'	997
'checkpoint_18'	925
'checkpoint_19'	868
'checkpoint_20'	902
'checkpoint_21'	905
'checkpoint_22'	929
'checkpoint_23'	895
'checkpoint_24'	894
'checkpoint_25'	890
'checkpoint_26'	918
'checkpoint_27'	1,281
'checkpoint_28'	1,445
'checkpoint_29'	1,423
'checkpoint_30'	1,108
'checkpoint_31'	1,000
'checkpoint_32'	867
'checkpoint_33'	910
'checkpoint_34'	928
'checkpoint_35'	918
'checkpoint_36'	1,092
'checkpoint_37'	1,117
'checkpoint_38'	954
'checkpoint_39'	967
'checkpoint_40'	1,013
'checkpoint_41'	1,001
'checkpoint_42'	950
'checkpoint_43'	1,022
'checkpoint_44'	1,001
'checkpoint_45'	1,142
'checkpoint_46'	1,121
'checkpoint_47'	1,141
'checkpoint_48'	1,228
'checkpoint_49'	1,240

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/WizardOfWor_run_4

• Dataset size: 60.10 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,104
'checkpoint_01'	1,002
'checkpoint_02'	843
'checkpoint_03'	878
'checkpoint_04'	863
'checkpoint_05'	793
'checkpoint_06'	757
'checkpoint_07'	743
'checkpoint_08'	739
'checkpoint_09'	799
'checkpoint_10'	779
'checkpoint_11'	760
'checkpoint_12'	763
'checkpoint_13'	809
'checkpoint_14'	789
'checkpoint_15'	750
'checkpoint_16'	768
'checkpoint_17'	749
'checkpoint_18'	762
'checkpoint_19'	820
'checkpoint_20'	907
'checkpoint_21'	993
'checkpoint_22'	969
'checkpoint_23'	1,001
'checkpoint_24'	927
'checkpoint_25'	951
'checkpoint_26'	872
'checkpoint_27'	930
'checkpoint_28'	924
'checkpoint_29'	978
'checkpoint_30'	1,037
'checkpoint_31'	977
'checkpoint_32'	967
'checkpoint_33'	884
'checkpoint_34'	926
'checkpoint_35'	940
'checkpoint_36'	1,031
'checkpoint_37'	1,025
'checkpoint_38'	1,017
'checkpoint_39'	1,096
'checkpoint_40'	1,070
'checkpoint_41'	1,045
'checkpoint_42'	1,078
'checkpoint_43'	1,080
'checkpoint_44'	1,070
'checkpoint_45'	1,081
'checkpoint_46'	1,078
'checkpoint_47'	1,059
'checkpoint_48'	1,026
'checkpoint_49'	1,082

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/WizardOfWor_run_5

• Dataset size: 60.80 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,066
'checkpoint_01'	1,077
'checkpoint_02'	919
'checkpoint_03'	983
'checkpoint_04'	837
'checkpoint_05'	767
'checkpoint_06'	772
'checkpoint_07'	766
'checkpoint_08'	935
'checkpoint_09'	942
'checkpoint_10'	874
'checkpoint_11'	821
'checkpoint_12'	782
'checkpoint_13'	777
'checkpoint_14'	746
'checkpoint_15'	776
'checkpoint_16'	703
'checkpoint_17'	723
'checkpoint_18'	704
'checkpoint_19'	717
'checkpoint_20'	732
'checkpoint_21'	770
'checkpoint_22'	727
'checkpoint_23'	808
'checkpoint_24'	818
'checkpoint_25'	1,048
'checkpoint_26'	959
'checkpoint_27'	854
'checkpoint_28'	944
'checkpoint_29'	825
'checkpoint_30'	857
'checkpoint_31'	880
'checkpoint_32'	876
'checkpoint_33'	945
'checkpoint_34'	1,034
'checkpoint_35'	1,158
'checkpoint_36'	1,408
'checkpoint_37'	1,326
'checkpoint_38'	1,302
'checkpoint_39'	1,165
'checkpoint_40'	1,124
'checkpoint_41'	1,171
'checkpoint_42'	1,094
'checkpoint_43'	694
'checkpoint_44'	627
'checkpoint_45'	772
'checkpoint_46'	869
'checkpoint_47'	846
'checkpoint_48'	727
'checkpoint_49'	857

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/YarsRevenge_run_1

• Dataset size: 69.21 GiB

• Splits:

Split	Examples
'checkpoint_00'	2,116
'checkpoint_01'	1,625
'checkpoint_02'	1,441
'checkpoint_03'	1,466
'checkpoint_04'	1,506
'checkpoint_05'	1,478
'checkpoint_06'	1,444
'checkpoint_07'	1,393
'checkpoint_08'	1,379
'checkpoint_09'	1,285
'checkpoint_10'	1,174
'checkpoint_11'	1,267
'checkpoint_12'	1,222
'checkpoint_13'	1,069
'checkpoint_14'	1,117
'checkpoint_15'	1,083
'checkpoint_16'	1,027
'checkpoint_17'	1,065
'checkpoint_18'	992
'checkpoint_19'	1,081
'checkpoint_20'	1,061
'checkpoint_21'	1,105
'checkpoint_22'	990
'checkpoint_23'	949
'checkpoint_24'	1,100
'checkpoint_25'	1,007
'checkpoint_26'	1,043
'checkpoint_27'	1,118
'checkpoint_28'	1,035
'checkpoint_29'	1,071
'checkpoint_30'	1,023
'checkpoint_31'	1,021
'checkpoint_32'	1,019
'checkpoint_33'	956
'checkpoint_34'	977
'checkpoint_35'	927
'checkpoint_36'	1,058
'checkpoint_37'	940
'checkpoint_38'	875
'checkpoint_39'	792
'checkpoint_40'	966
'checkpoint_41'	1,009
'checkpoint_42'	956
'checkpoint_43'	961
'checkpoint_44'	1,007
'checkpoint_45'	969
'checkpoint_46'	1,030
'checkpoint_47'	911
'checkpoint_48'	975
'checkpoint_49'	901

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/YarsRevenge_run_2

• Dataset size: 70.15 GiB

• Splits:

Split	Examples
'checkpoint_00'	2,112
'checkpoint_01'	1,621
'checkpoint_02'	1,462
'checkpoint_03'	1,443
'checkpoint_04'	1,317
'checkpoint_05'	1,241
'checkpoint_06'	1,345
'checkpoint_07'	1,340
'checkpoint_08'	1,324
'checkpoint_09'	1,395
'checkpoint_10'	1,476
'checkpoint_11'	1,354
'checkpoint_12'	1,348
'checkpoint_13'	1,213
'checkpoint_14'	1,149
'checkpoint_15'	1,126
'checkpoint_16'	1,131
'checkpoint_17'	1,158
'checkpoint_18'	957
'checkpoint_19'	1,061
'checkpoint_20'	1,025
'checkpoint_21'	1,023
'checkpoint_22'	1,084
'checkpoint_23'	1,018
'checkpoint_24'	975
'checkpoint_25'	1,049
'checkpoint_26'	1,013
'checkpoint_27'	876
'checkpoint_28'	903
'checkpoint_29'	979
'checkpoint_30'	1,042
'checkpoint_31'	988
'checkpoint_32'	922
'checkpoint_33'	1,069
'checkpoint_34'	952
'checkpoint_35'	895
'checkpoint_36'	910
'checkpoint_37'	1,003
'checkpoint_38'	908
'checkpoint_39'	981
'checkpoint_40'	1,021
'checkpoint_41'	1,014
'checkpoint_42'	1,054
'checkpoint_43'	1,051
'checkpoint_44'	975
'checkpoint_45'	952
'checkpoint_46'	884
'checkpoint_47'	989
'checkpoint_48'	1,092
'checkpoint_49'	1,005

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/YarsRevenge_run_3

• Dataset size: 70.41 GiB

• Splits:

Split	Examples
'checkpoint_00'	2,096
'checkpoint_01'	1,620
'checkpoint_02'	1,479
'checkpoint_03'	1,522
'checkpoint_04'	1,455
'checkpoint_05'	1,424
'checkpoint_06'	1,393
'checkpoint_07'	1,321
'checkpoint_08'	1,485
'checkpoint_09'	1,272
'checkpoint_10'	1,426
'checkpoint_11'	1,335
'checkpoint_12'	1,209
'checkpoint_13'	1,086
'checkpoint_14'	1,077
'checkpoint_15'	1,112
'checkpoint_16'	1,160
'checkpoint_17'	992
'checkpoint_18'	1,062
'checkpoint_19'	1,094
'checkpoint_20'	1,054
'checkpoint_21'	1,096
'checkpoint_22'	1,148
'checkpoint_23'	1,054
'checkpoint_24'	1,040
'checkpoint_25'	1,078
'checkpoint_26'	1,006
'checkpoint_27'	1,014
'checkpoint_28'	977
'checkpoint_29'	1,032
'checkpoint_30'	888
'checkpoint_31'	908
'checkpoint_32'	1,032
'checkpoint_33'	1,080
'checkpoint_34'	1,012
'checkpoint_35'	1,074
'checkpoint_36'	1,091
'checkpoint_37'	1,141
'checkpoint_38'	1,051
'checkpoint_39'	1,096
'checkpoint_40'	975
'checkpoint_41'	1,070
'checkpoint_42'	1,097
'checkpoint_43'	1,014
'checkpoint_44'	1,025
'checkpoint_45'	1,116
'checkpoint_46'	982
'checkpoint_47'	1,051
'checkpoint_48'	1,090
'checkpoint_49'	1,098

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/YarsRevenge_run_4

• Dataset size: 69.32 GiB

• Splits:

Split	Examples
'checkpoint_00'	2,247
'checkpoint_01'	1,800
'checkpoint_02'	1,520
'checkpoint_03'	1,543
'checkpoint_04'	1,418
'checkpoint_05'	1,339
'checkpoint_06'	1,458
'checkpoint_07'	1,287
'checkpoint_08'	1,355
'checkpoint_09'	1,410
'checkpoint_10'	1,305
'checkpoint_11'	1,147
'checkpoint_12'	1,173
'checkpoint_13'	1,076
'checkpoint_14'	1,223
'checkpoint_15'	1,105
'checkpoint_16'	1,104
'checkpoint_17'	1,016
'checkpoint_18'	1,156
'checkpoint_19'	934
'checkpoint_20'	1,040
'checkpoint_21'	1,022
'checkpoint_22'	1,024
'checkpoint_23'	1,017
'checkpoint_24'	930
'checkpoint_25'	1,116
'checkpoint_26'	1,005
'checkpoint_27'	1,099
'checkpoint_28'	942
'checkpoint_29'	1,051
'checkpoint_30'	970
'checkpoint_31'	958
'checkpoint_32'	859
'checkpoint_33'	1,044
'checkpoint_34'	952
'checkpoint_35'	1,088
'checkpoint_36'	1,089
'checkpoint_37'	1,047
'checkpoint_38'	1,051
'checkpoint_39'	991
'checkpoint_40'	912
'checkpoint_41'	969
'checkpoint_42'	926
'checkpoint_43'	993
'checkpoint_44'	976
'checkpoint_45'	903
'checkpoint_46'	937
'checkpoint_47'	862
'checkpoint_48'	902
'checkpoint_49'	1,001

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/YarsRevenge_run_5

• Dataset size: 71.13 GiB

• Splits:

Split	Examples
'checkpoint_00'	2,248
'checkpoint_01'	1,458
'checkpoint_02'	1,448
'checkpoint_03'	1,517
'checkpoint_04'	1,400
'checkpoint_05'	1,241
'checkpoint_06'	1,293
'checkpoint_07'	1,530
'checkpoint_08'	1,424
'checkpoint_09'	1,456
'checkpoint_10'	1,401
'checkpoint_11'	1,410
'checkpoint_12'	1,320
'checkpoint_13'	1,157
'checkpoint_14'	1,052
'checkpoint_15'	1,032
'checkpoint_16'	1,109
'checkpoint_17'	1,101
'checkpoint_18'	1,064
'checkpoint_19'	1,035
'checkpoint_20'	1,169
'checkpoint_21'	990
'checkpoint_22'	1,020
'checkpoint_23'	1,073
'checkpoint_24'	1,069
'checkpoint_25'	968
'checkpoint_26'	1,141
'checkpoint_27'	1,043
'checkpoint_28'	1,107
'checkpoint_29'	1,107
'checkpoint_30'	1,029
'checkpoint_31'	943
'checkpoint_32'	1,088
'checkpoint_33'	975
'checkpoint_34'	999
'checkpoint_35'	1,086
'checkpoint_36'	1,027
'checkpoint_37'	1,093
'checkpoint_38'	866
'checkpoint_39'	1,024
'checkpoint_40'	885
'checkpoint_41'	973
'checkpoint_42'	979
'checkpoint_43'	1,026
'checkpoint_44'	925
'checkpoint_45'	1,029
'checkpoint_46'	952
'checkpoint_47'	916
'checkpoint_48'	1,033
'checkpoint_49'	1,044

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Zaxxon_run_1

• Dataset size: 38.87 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,098
'checkpoint_01'	1,101
'checkpoint_02'	1,079
'checkpoint_03'	1,022
'checkpoint_04'	980
'checkpoint_05'	931
'checkpoint_06'	867
'checkpoint_07'	825
'checkpoint_08'	802
'checkpoint_09'	721
'checkpoint_10'	694
'checkpoint_11'	682
'checkpoint_12'	647
'checkpoint_13'	622
'checkpoint_14'	619
'checkpoint_15'	572
'checkpoint_16'	617
'checkpoint_17'	571
'checkpoint_18'	577
'checkpoint_19'	571
'checkpoint_20'	550
'checkpoint_21'	546
'checkpoint_22'	552
'checkpoint_23'	533
'checkpoint_24'	542
'checkpoint_25'	516
'checkpoint_26'	515
'checkpoint_27'	541
'checkpoint_28'	535
'checkpoint_29'	527
'checkpoint_30'	532
'checkpoint_31'	538
'checkpoint_32'	514
'checkpoint_33'	509
'checkpoint_34'	519
'checkpoint_35'	514
'checkpoint_36'	508
'checkpoint_37'	502
'checkpoint_38'	495
'checkpoint_39'	502
'checkpoint_40'	515
'checkpoint_41'	512
'checkpoint_42'	508
'checkpoint_43'	487
'checkpoint_44'	483
'checkpoint_45'	506
'checkpoint_46'	501
'checkpoint_47'	526
'checkpoint_48'	504
'checkpoint_49'	516

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Zaxxon_run_2

• Dataset size: 39.03 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,088
'checkpoint_01'	1,078
'checkpoint_02'	1,054
'checkpoint_03'	1,060
'checkpoint_04'	1,041
'checkpoint_05'	1,046
'checkpoint_06'	1,041
'checkpoint_07'	1,030
'checkpoint_08'	1,006
'checkpoint_09'	987
'checkpoint_10'	941
'checkpoint_11'	894
'checkpoint_12'	781
'checkpoint_13'	714
'checkpoint_14'	692
'checkpoint_15'	683
'checkpoint_16'	681
'checkpoint_17'	651
'checkpoint_18'	646
'checkpoint_19'	632
'checkpoint_20'	591
'checkpoint_21'	587
'checkpoint_22'	585
'checkpoint_23'	574
'checkpoint_24'	578
'checkpoint_25'	573
'checkpoint_26'	542
'checkpoint_27'	534
'checkpoint_28'	521
'checkpoint_29'	506
'checkpoint_30'	499
'checkpoint_31'	493
'checkpoint_32'	459
'checkpoint_33'	480
'checkpoint_34'	492
'checkpoint_35'	498
'checkpoint_36'	482
'checkpoint_37'	489
'checkpoint_38'	482
'checkpoint_39'	502
'checkpoint_40'	498
'checkpoint_41'	516
'checkpoint_42'	494
'checkpoint_43'	506
'checkpoint_44'	530
'checkpoint_45'	525
'checkpoint_46'	515
'checkpoint_47'	511
'checkpoint_48'	503
'checkpoint_49'	507

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Zaxxon_run_3

• Dataset size: 38.83 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,067
'checkpoint_01'	1,048
'checkpoint_02'	1,064
'checkpoint_03'	1,049
'checkpoint_04'	1,023
'checkpoint_05'	988
'checkpoint_06'	922
'checkpoint_07'	802
'checkpoint_08'	698
'checkpoint_09'	655
'checkpoint_10'	654
'checkpoint_11'	628
'checkpoint_12'	569
'checkpoint_13'	595
'checkpoint_14'	579
'checkpoint_15'	601
'checkpoint_16'	579
'checkpoint_17'	545
'checkpoint_18'	546
'checkpoint_19'	581
'checkpoint_20'	561
'checkpoint_21'	569
'checkpoint_22'	579
'checkpoint_23'	594
'checkpoint_24'	564
'checkpoint_25'	633
'checkpoint_26'	576
'checkpoint_27'	558
'checkpoint_28'	554
'checkpoint_29'	549
'checkpoint_30'	539
'checkpoint_31'	548
'checkpoint_32'	534
'checkpoint_33'	521
'checkpoint_34'	521
'checkpoint_35'	537
'checkpoint_36'	502
'checkpoint_37'	510
'checkpoint_38'	511
'checkpoint_39'	498
'checkpoint_40'	504
'checkpoint_41'	523
'checkpoint_42'	541
'checkpoint_43'	527
'checkpoint_44'	530
'checkpoint_45'	501
'checkpoint_46'	511
'checkpoint_47'	482
'checkpoint_48'	507
'checkpoint_49'	489

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Zaxxon_run_4

• Dataset size: 39.13 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,072
'checkpoint_01'	1,046
'checkpoint_02'	1,020
'checkpoint_03'	996
'checkpoint_04'	946
'checkpoint_05'	917
'checkpoint_06'	831
'checkpoint_07'	717
'checkpoint_08'	707
'checkpoint_09'	680
'checkpoint_10'	663
'checkpoint_11'	650
'checkpoint_12'	632
'checkpoint_13'	616
'checkpoint_14'	592
'checkpoint_15'	605
'checkpoint_16'	589
'checkpoint_17'	542
'checkpoint_18'	565
'checkpoint_19'	572
'checkpoint_20'	593
'checkpoint_21'	571
'checkpoint_22'	599
'checkpoint_23'	602
'checkpoint_24'	592
'checkpoint_25'	625
'checkpoint_26'	668
'checkpoint_27'	643
'checkpoint_28'	661
'checkpoint_29'	696
'checkpoint_30'	651
'checkpoint_31'	639
'checkpoint_32'	596
'checkpoint_33'	634
'checkpoint_34'	592
'checkpoint_35'	587
'checkpoint_36'	595
'checkpoint_37'	594
'checkpoint_38'	577
'checkpoint_39'	572
'checkpoint_40'	584
'checkpoint_41'	560
'checkpoint_42'	561
'checkpoint_43'	583
'checkpoint_44'	568
'checkpoint_45'	547
'checkpoint_46'	560
'checkpoint_47'	563
'checkpoint_48'	548
'checkpoint_49'	543

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.

rlu_atari_checkpoints_ordered/Zaxxon_run_5

• Dataset size: 37.57 GiB

• Splits:

Split	Examples
'checkpoint_00'	1,100
'checkpoint_01'	1,102
'checkpoint_02'	1,115
'checkpoint_03'	1,109
'checkpoint_04'	1,106
'checkpoint_05'	1,111
'checkpoint_06'	1,107
'checkpoint_07'	1,095
'checkpoint_08'	1,104
'checkpoint_09'	1,110
'checkpoint_10'	1,107
'checkpoint_11'	1,091
'checkpoint_12'	1,068
'checkpoint_13'	1,094
'checkpoint_14'	1,051
'checkpoint_15'	1,053
'checkpoint_16'	1,080
'checkpoint_17'	1,068
'checkpoint_18'	1,070
'checkpoint_19'	1,083
'checkpoint_20'	1,050
'checkpoint_21'	1,055
'checkpoint_22'	1,061
'checkpoint_23'	1,063
'checkpoint_24'	1,041
'checkpoint_25'	1,026
'checkpoint_26'	1,071
'checkpoint_27'	1,037
'checkpoint_28'	993
'checkpoint_29'	996
'checkpoint_30'	860
'checkpoint_31'	741
'checkpoint_32'	724
'checkpoint_33'	701
'checkpoint_34'	672
'checkpoint_35'	657
'checkpoint_36'	650
'checkpoint_37'	647
'checkpoint_38'	636
'checkpoint_39'	622
'checkpoint_40'	596
'checkpoint_41'	576
'checkpoint_42'	545
'checkpoint_43'	580
'checkpoint_44'	568
'checkpoint_45'	566
'checkpoint_46'	544
'checkpoint_47'	539
'checkpoint_48'	536
'checkpoint_49'	524

• Examples (tfds.as_dataframe): Only shown for the first 100 configs.