Tianshou/tianshou/policy/__init__.py
ChenDRAG dd4a01132c
Fix SAC loss explode (#333)
* change SAC action_bound_method to "clip" (tanh is hardcoded in forward)

* docstring update

* modelbase -> modelbased
2021-04-04 17:33:35 +08:00

37 lines
1.2 KiB
Python

from tianshou.policy.base import BasePolicy
from tianshou.policy.random import RandomPolicy
from tianshou.policy.modelfree.dqn import DQNPolicy
from tianshou.policy.modelfree.c51 import C51Policy
from tianshou.policy.modelfree.qrdqn import QRDQNPolicy
from tianshou.policy.modelfree.pg import PGPolicy
from tianshou.policy.modelfree.a2c import A2CPolicy
from tianshou.policy.modelfree.ddpg import DDPGPolicy
from tianshou.policy.modelfree.ppo import PPOPolicy
from tianshou.policy.modelfree.td3 import TD3Policy
from tianshou.policy.modelfree.sac import SACPolicy
from tianshou.policy.modelfree.discrete_sac import DiscreteSACPolicy
from tianshou.policy.imitation.base import ImitationPolicy
from tianshou.policy.imitation.discrete_bcq import DiscreteBCQPolicy
from tianshou.policy.modelbased.psrl import PSRLPolicy
from tianshou.policy.multiagent.mapolicy import MultiAgentPolicyManager
__all__ = [
"BasePolicy",
"RandomPolicy",
"DQNPolicy",
"C51Policy",
"QRDQNPolicy",
"PGPolicy",
"A2CPolicy",
"DDPGPolicy",
"PPOPolicy",
"TD3Policy",
"SACPolicy",
"DiscreteSACPolicy",
"ImitationPolicy",
"DiscreteBCQPolicy",
"PSRLPolicy",
"MultiAgentPolicyManager",
]