RL-Algorithms

tensorflow / pytorch version
DQN
DDQN
Dueling architecture (DDQN)
REINFORCE
Actor Critic
DDPG
TD3
A3C
PPO

ICM DQN
ESP DQN
Robust RL(DQN)
RND PPO
RL2
OPAC

****** Distributed RL*******
IQN
QRDQN

Name		Name	Last commit message	Last commit date
Latest commit History 64 Commits
.idea		.idea
.vscode		.vscode
__pycache__		__pycache__
A3C_py.py		A3C_py.py
A3C_tf.py		A3C_tf.py
A3c_right.py		A3c_right.py
ActorCritic_py.py		ActorCritic_py.py
Actor_Critic_tf.py		Actor_Critic_tf.py
CrossDQN.py		CrossDQN.py
DDPG_py.py		DDPG_py.py
DDPG_testwell.py		DDPG_testwell.py
DDQN_py.py		DDQN_py.py
DDQN_tf.py		DDQN_tf.py
DQN_Prioritized_Replay_py.py		DQN_Prioritized_Replay_py.py
DQN_py.py		DQN_py.py
DQN_tf.py		DQN_tf.py
Dueling_DQN_py.py		Dueling_DQN_py.py
ESP_dqn.py		ESP_dqn.py
HIDIO_py.py		HIDIO_py.py
ICM_DQN_tf.py		ICM_DQN_tf.py
IQN.py		IQN.py
NDQFN.py		NDQFN.py
OPAC.py		OPAC.py
Ornstein_Uhlenbeck_process.py		Ornstein_Uhlenbeck_process.py
PPO_py.py		PPO_py.py
PPO_tf.py		PPO_tf.py
QR_DQN.py		QR_DQN.py
README.md		README.md
REINFORCE_py.py		REINFORCE_py.py
REINFORCE_tf.py		REINFORCE_tf.py
RL_2_py.py		RL_2_py.py
RND_py.py		RND_py.py
Robust_RL_py.py		Robust_RL_py.py
SAC.py		SAC.py
TD3_py.py		TD3_py.py
TD3_testwell.py		TD3_testwell.py
TD3_tf.py		TD3_tf.py
env_test_alg.py		env_test_alg.py
prioritize_replay_xzw.py		prioritize_replay_xzw.py
test.py		test.py
test_other_alg.py		test_other_alg.py
test_temp.py		test_temp.py

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