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rlai_notes's Introduction

说明

这是我学习 **Reinforcement Learning: an Introduction**的笔记,包含每章的笔记、作业和(如果需要)的程序。希望笔记是能够在10月1号前完成0.1版。

笔记和习题用typora的markdown编辑器编辑,由于github不支持mathjax,因此若需要阅读建议下载typora。

翻译约定

下面是一些比较容易混淆的英语单词翻译的约定,按照在书中出现的顺序排列:

ch1

  • policy:策略
  • action:行动
  • reward:激励

ch2

  • bandit:老虎机

  • exploit:开发

  • explore:探索

ch3

  • estimate:估计
  • approximate:近似
  • ordinary:常规
  • trajectory:轨迹
  • ratio:比率
  • estimator:估算子

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