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/

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] 
@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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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
'che