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| ------------------------------------------------------------ | ------------------------------------------------------------ | ------------------------------------------------------------ |
| [第一章 强化学习概述](https://datawhalechina.github.io/leedeeprl-notes/#/chapter1/chapter1) | [第一章习题](https://datawhalechina.github.io/leedeeprl-notes/#/chapter1/chapter1_questions&keywords) | |
| [第二章 马尔科夫决策过程 (MDP)](https://datawhalechina.github.io/leedeeprl-notes/#/chapter2/chapter2) | [第二章习题](https://datawhalechina.github.io/leedeeprl-notes/#/chapter2/chapter2_questions&keywords) | |
| [第三章 表格型方法](https://datawhalechina.github.io/leedeeprl-notes/#/chapter3/chapter3) | [第三章习题](https://datawhalechina.github.io/leedeeprl-notes/#/chapter3/chapter3_questions&keywords) | [项目一 贪吃蛇](https://datawhalechina.github.io/leedeeprl-notes/#/chapter3/project1) |
| [第三章 表格型方法](https://datawhalechina.github.io/leedeeprl-notes/#/chapter3/chapter3) | [第三章习题](https://datawhalechina.github.io/leedeeprl-notes/#/chapter3/chapter3_questions&keywords) | [项目一 使用 Q-learning 实现贪吃蛇](https://datawhalechina.github.io/leedeeprl-notes/#/chapter3/project1) |
| [第四章 策略梯度](https://datawhalechina.github.io/leedeeprl-notes/#/chapter4/chapter4) | [第四章习题](https://datawhalechina.github.io/leedeeprl-notes/#/chapter4/chapter4_questions&keywords) | |
| [第五章 近端策略优化 (PPO) 算法](https://datawhalechina.github.io/leedeeprl-notes/#/chapter5/chapter5) | [第五章习题](https://datawhalechina.github.io/leedeeprl-notes/#/chapter5/chapter5_questions&keywords) | |
| [第六章 Q 学习 (基本概念)](https://datawhalechina.github.io/leedeeprl-notes/#/chapter6/chapter6) | [第六章习题](https://datawhalechina.github.io/leedeeprl-notes/#/chapter6/chapter6_questions&keywords) | |