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RLnotes

  • 强化学习的知识介绍

  • 算法实现,细节以及坑的解释

RL Algorithms

  • TD

    • tabular saras
    • tabular Q learning
    • tabular double q learning
  • DQN

    • Classic DQN
    • Experience replay
    • Double DQN
  • PG

  • AC

  • A2C

  • A3C

  • PPO

Knowledge

  • Importance Sampling

  • Bellman Equation

  • Q leanring

  • TD

  • Sarsa

Examples

  • CartPole-v0

  • Breakout-v0

    • DQN
    • A2C
    • A3C

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Reinforcement Learning Practicing

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