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Module: tf_agents.replay_buffers

Replay Buffers Module.


py_hashed_replay_buffer module: Uniform replay buffer in Python with compressed storage.

py_uniform_replay_buffer module: Uniform replay buffer in Python.

replay_buffer module: TF-Agents Replay Buffer API.

reverb_replay_buffer module: Reverb as a TF-Agents replay buffer.

reverb_utils module: Utilities for working with a reverb replay buffer.

table module: A tensorflow table stored in tf.Variables.

tf_uniform_replay_buffer module: A batched replay buffer of nests of Tensors which can be sampled uniformly.


class ReverbAddEpisodeObserver: Observer for writing episodes to Reverb.

class ReverbAddTrajectoryObserver: Stateful observer for writing fixed length trajectories to Reverb.

class ReverbReplayBuffer: Reverb ReplayBuffer exposed as a TF-Agents replay buffer.

class TFUniformReplayBuffer: A TFUniformReplayBuffer with batched adds and uniform sampling.