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Algorithms

d3rlpy.algos

d3rlpy provides state-of-the-art data-driven 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.CQL d3rlpy.algos.AWR

Discrete control algorithms

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