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Algorithms

d3rlpy.algos

d3rlpy provides state-of-the-art offline deep reinforcement learning algorithms as well as online algorithms for the base implementations.

Continuous control algorithms

d3rlpy.algos.BC d3rlpy.algos.DDPG d3rlpy.algos.TD3 d3rlpy.algos.SAC d3rlpy.algos.BCQ d3rlpy.algos.BEAR d3rlpy.algos.CRR d3rlpy.algos.CQL d3rlpy.algos.AWR d3rlpy.algos.AWAC d3rlpy.algos.PLAS d3rlpy.algos.PLASWithPerturbation d3rlpy.algos.TD3PlusBC d3rlpy.algos.IQL d3rlpy.algos.MOPO d3rlpy.algos.COMBO d3rlpy.algos.RandomPolicy

Discrete control algorithms

d3rlpy.algos.DiscreteBC d3rlpy.algos.DQN d3rlpy.algos.DoubleDQN d3rlpy.algos.DiscreteSAC d3rlpy.algos.DiscreteBCQ d3rlpy.algos.DiscreteCQL d3rlpy.algos.DiscreteAWR d3rlpy.algos.DiscreteRandomPolicy