Replay Buffer API
Contents
Replay Buffer API#
The following classes don’t take into account the separation of experiences from different policies, multi-agent replay buffers will be explained further below.
Replay Buffer Base Classes#
Public Methods#
Multi Agent Buffers#
The following classes use the above, “single-agent”, buffers as underlying buffers to facilitate splitting up experiences between the different agents’ policies. In multi-agent RL, more than one agent exists in the environment and not all of these agents may utilize the same policy (mapping M agents to N policies, where M <= N). This leads to the need for MultiAgentReplayBuffers that store the experiences of different policies separately.