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 : agentmaker@163.com

QQ Group : 1005109853