ding.policy¶
Base Policy¶
Please refer to ding/policy/base_policy.py for more details.
Policy¶
CommandModePolicy¶
create_policy¶
get_policy_cls¶
DQN¶
Please refer to ding/policy/dqn.py for more details.
DQNPolicy¶
DQNSTDIMPolicy¶
PPO¶
Please refer to ding/policy/ppo.py for more details.
PPOPolicy¶
PPOPGPolicy¶
PPOOffPolicy¶
PPOSTDIMPolicy¶
BC¶
Please refer to ding/policy/bc.py for more details.
BehaviourCloningPolicy¶
DDPG¶
Please refer to ding/policy/ddpg.py for more details.
DDPGPolicy¶
TD3¶
Please refer to ding/policy/td3.py for more details.
TD3Policy¶
SAC¶
Please refer to ding/policy/sac.py for more details.
SACPolicy¶
DiscreteSACPolicy¶
SQILSACPolicy¶
R2D2¶
Please refer to ding/policy/r2d2.py for more details.
R2D2Policy¶
IMPALA¶
Please refer to ding/policy/impala.py for more details.
IMPALAPolicy¶
QMIX¶
Please refer to ding/policy/qmix.py for more details.
QMIXPolicy¶
CQL¶
Please refer to ding/policy/cql.py for more details.
CQLPolicy¶
DiscreteCQLPolicy¶
DecisionTransformer¶
Please refer to ding/policy/dt.py for more details.
DTPolicy¶
PDQN¶
Please refer to ding/policy/pdqn.py for more details.
PDQNPolicy¶
MDQN¶
Please refer to ding/policy/mdqn.py for more details.
MDQNPolicy¶
Policy Factory¶
Please refer to ding/policy/policy_factory.py for more details.
PolicyFactory¶
get_random_policy¶
Common Utilities¶
Please refer to ding/policy/common_utils.py for more details.