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Releases: tinkoff-ai/CORL

Offline-to-Online support and 30 offline Datasets Covered

15 Jun 16:19
@vkurenkov vkurenkov
v2.0
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Offline-to-Online support and 30 offline Datasets Covered Latest
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New major library update that includes both offline and offline-to-online implementations.

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
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