simple_replay_buffer

Attributes

buffer

Classes

SimpleReplayBuffer

Module Contents

class simple_replay_buffer.SimpleReplayBuffer(capacity: int | None = None)

capacity = None

buffer

store(state, action, reward, next_state, terminated, truncated)

Store a transition in the buffer.

extend(replay_buffer: SimpleReplayBuffer)

Extend the buffer with another buffer.

sample(batch_size: int = 1, sequential: bool = False)

Sample a batch of experiences.

size()

Return current buffer size.

clear()

Clear the buffer.

__len__()

Return the current buffer size.

pop(num_elements: int = 1)

Pop elements from the buffer.

simple_replay_buffer.buffer