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: