Lizhi-sjtu / DRL-code-pytorch

Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.

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ddpg-pytorch dqn-pytorch ppo-pytorch pytorch rainbow-dqn reinforcement-learning sac-pytorch td3-pytorch ppo-gru ppo-lstm

DRL-code-pytorch

Concise pytorch implementations of DRL algorithms, including REINFORCE, A2C, Rainbow DQN, PPO(discrete and continuous), DDPG, TD3, SAC, PPO-discrete-RNN(LSTM/GRU).

Dependencies

python==3.7.9
numpy==1.19.4
pytorch==1.12.0
tensorboard==0.6.0
gym==0.21.0

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Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.

ddpg-pytorch dqn-pytorch ppo-pytorch pytorch rainbow-dqn reinforcement-learning sac-pytorch td3-pytorch ppo-gru ppo-lstm

MIT License

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Language:Python 100.0%