tinkoff-ai/CORL
High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC
1 Releases
Latest: 3y ago
Offline-to-Online support and 30 offline Datasets Coveredv2.0Latest
vkurenkov·3y ago·June 15, 2023📦 Offline
- 10 Algorithms: AWAC, BC, BC-10, CQL, IQL, SAC-N, EDAC, LB-SAC, TD3+BC, Decision Transformer
- 30 datasets benchmarked: Gym-MuJoCo, Maze2D, AntMaze, Adroit
📦 Offline-to-Online
- 5 Algorithms: AWAC, CQL, IQL, SPOT, Cal-QL
- 10 datasets benchmarked: AntMaze, Adroit