README.md

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

Contact us

Email : [email protected]
QQ Group : 1005109853