tianshou.policy.rst

tianshou.policy

Base

tianshou.policy.BasePolicy

tianshou.policy.RandomPolicy

Model-free

DQN Family

tianshou.policy.DQNPolicy

tianshou.policy.BranchingDQNPolicy

tianshou.policy.C51Policy

tianshou.policy.RainbowPolicy

tianshou.policy.QRDQNPolicy

tianshou.policy.IQNPolicy

tianshou.policy.FQFPolicy

On-policy

tianshou.policy.PGPolicy

tianshou.policy.NPGPolicy

tianshou.policy.A2CPolicy

tianshou.policy.TRPOPolicy

tianshou.policy.PPOPolicy

Off-policy

tianshou.policy.DDPGPolicy

tianshou.policy.TD3Policy

tianshou.policy.SACPolicy

tianshou.policy.REDQPolicy

tianshou.policy.DiscreteSACPolicy

Imitation

tianshou.policy.ImitationPolicy

tianshou.policy.BCQPolicy

tianshou.policy.CQLPolicy

tianshou.policy.TD3BCPolicy

tianshou.policy.DiscreteBCQPolicy

tianshou.policy.DiscreteCQLPolicy

tianshou.policy.DiscreteCRRPolicy

tianshou.policy.GAILPolicy

Model-based

tianshou.policy.PSRLPolicy

tianshou.policy.ICMPolicy

Multi-agent

tianshou.policy.MultiAgentPolicyManager