cpprb provides buffer classes for building following algorithms.
Algorithms | cpprb class | Paper |
---|---|---|
Experience Replay | ReplayBuffer |
L. J. Lin |
Prioritized Experience Replay | PrioritizedReplayBuffer |
T. Schaul et. al. |
Multi-step (Nstep) Learning | ReplayBuffer , PrioritizedReplayBuffer |
|
Multiprocess Learning (Ape-X) | MPReplayBuffer MPPrioritizedReplayBuffer |
D. Horgan et. al. |
Large Batch Experience Replay (LaBER) | LaBERmean , LaBERlazy , LaBERmax |
T. Lahire et al. |
Reverse Experience Replay (RER) | ReverseReplayBuffer |
E. Rotinov |
Hindsight Experience Replay (HER) | HindsightReplayBuffer |
M. Andrychowicz et al. |
cpprb features and its usage are described at following pages: