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Reinforcement Learning Notes

https://lnzheng.gitbook.io/notes/

Part I 表格型求解方法

  • 多臂赌博机
  • 有限马尔可夫决策过程
  • 动态规划
  • 蒙特卡罗方法
  • 时序差分学习
  • n步自举法
  • 基于表格型方法的规划和学习

Part II 近似求解方法

  • 基于函数逼近的同轨策略预测
  • 基于函数逼近的同轨策略控制
  • * 基于函数逼近的离轨策略方法
  • 资格迹
  • 策略梯度方法

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