> For the complete documentation index, see [llms.txt](https://www.fangyuanit.top/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://www.fangyuanit.top/readme.md).

# 欢迎来到 FangYuan RL：从零构建智能体 🧠

还记得第一次看到 AlphaGo 击败李世石时的震撼——原来机器不仅能“看”、能“说”，还能“决策”！\
从那时起，我便对**人工智能**产生了浓厚兴趣。每学到一个新算法，都让我感受到它的**有趣**；每一次模型成功运行，都让我惊叹它的**神奇**。

> **流水不争先，而在于滔滔不绝。**

本教程适合零基础入门，但它不是一个速成教程。我会带你：

* 从**数学基础**开始，理解 AI 的底层逻辑；
* 用 **Python + PyTorch** 动手实现每一个模型；
* 一步步构建**深度学习**与**强化学习**系统；
* 最终理解 **ChatGPT 背后的 RLHF 技术**。

## 教程目录

* [数学基础](https://github.com/xinyukk/FangYuanRL/blob/main/math/README.md)
* [Python 基础](https://github.com/xinyukk/FangYuanRL/blob/main/python/README.md)
* [PyTorch 基础](https://github.com/xinyukk/FangYuanRL/blob/main/pytorch/README.md)
* [深度学习基础](https://github.com/xinyukk/FangYuanRL/blob/main/dl/README.md)
* [强化学习](https://github.com/xinyukk/FangYuanRL/blob/main/rl/README.md)

让我们一起慢下来，深入思考，享受学习的乐趣。\
**有趣，是最重要的。**


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# Agent Instructions
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