Paddle-RLBooks

Welcome to Paddle-RLBooks which is a reinforcement learning code study guide based on pure PaddlePaddle.

欢迎来到Paddle-RLBooks，该仓库主要是针对强化学习中的一些算法进行整理，包括DQN、TD3、SAC等算法，并且每个都配备了游戏可直接一键运行，欢迎star~

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Codes

• Release
  • [x] Policy Iteration
  • [x] Value Iteration
  • [x] Sarsa
  • [x] Q-learning
  • [x] DQN
    • [x] DQN
    • [x] Nstep-DQN
    • [x] Double-DQN
    • [x] Dueling-DQN
    • [x] Noisy-DQN
    • [x] C51
  • [x] Policy Gradient
    • [x] Policy Gradient Basic
    • [x] Reinforce
    • [x] Policy Gradient With Baseline
  • [x] Actor-Critic
  • [x] DDPG
  • [x] TD3
  • [x] SAC
• Coming Soon
  • [ ] TRPO
  • [ ] ACKTR
  • [ ] A2C
  • [ ] A3C
  • [ ] PPO
  • [ ] DRQN
  • [ ] QMIX
  • [ ] MAPPDG
  • [ ] MFMARL

Contact us

Email : [email protected]
QQ Group : 1005109853