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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
PPO x Family DRL Tutorial Course（决策智能入门级公开课：8节课帮你盘清算法理论，理顺代码逻辑，玩转决策AI应用实践 ）
| Date | Stars |
|---|---|
| 2026-07-24 | 2603 |
| 2026-07-25 | 2603 |
| 2026-07-28 | 2603 |
| 2026-07-30 | 2603 |
| 2026-08-06 | 2603 |
Today
— stars today
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Momentum
0.0
growth rate 0.00%/day
<div align="center">
<a href="https://github.com/opendilab/PPOxFamily"><img width="500px" height="auto" src="https://github.com/opendilab/PPOxFamily/blob/main/assets/ppof_logo.png"></a>
</div>
# PPO x Family 决策智能入门公开课
欢迎来到 **PPO x Family** 系列决策智能入门公开课。该系列将深入理解深度强化学习算法 PPO ，灵活运用**一个 PPO 算法**解决几乎**所有常见的决策智能应用** ，帮助一切对于深度强化学习技术有好奇心的人，轻便且高效地制作应用原型，了解和学习最强大最易用的 PPO Family 。
P.S. 路过记得点个 star  ，2022年12月起持续更新中~
# News
- 2025.03.13: ❗️❗️Notice: 课程作业数据集及其他相关附加材料现已更新至 [HuggingFace](https://huggingface.co/OpenDILabCommunity/PPOxFamily/tree/main)
- 2023.06.07: PPO x Family 第八章（突破智能体终极界限）及课程大作业将在十月下旬正式上线
- 2023.06.01: [bilibili] [PPO x Family 第七章（挖掘黑科技）正式上线](https://www.bilibili.com/video/BV1ou4y1o7qY)
- 2023.04.06: [bilibili] [PPO x Family 第六章（统筹多智能体）正式上线](https://www.bilibili.com/video/BV1dg4y1g7BC)
- 2023.03.09: [bilibili] [PPO x Family 第五章（探索时序建模）正式上线](https://www.bilibili.com/video/BV1Uj411u7GA)
- 2023.02.23: [bilibili] [PPO x Family 第四章（解密稀疏奖励空间）正式上线](https://www.bilibili.com/video/BV15j411F7ni)
- 2023.01.16: [bilibili] [PPO x Family 第三章（表征多模态观察空间）正式上线](https://www.bilibili.com/video/BV1rK411r7Kg)
- 2022.12.23: [bilibili] [PPO x Family 第二章（解构复杂动作空间）正式上线](https://www.bilibili.com/video/BV1wv4y167w2)
- 2022.12.23: PPO x Family ”算法-代码“ 注解文档网站上线 [传送门](https://opendilab.github.io/PPOxFamily/)
- 2022.12.08: [bilibili] [PPO x Family 第一章（开启决策AI探索之旅）正式上线](https://www.bilibili.com/video/BV1cG4y137dJ)
- 2022.12.06: [bilibili] [PPO x Family 第一章微课视频：4分钟带你快速入门强化学习的万能钥匙](https://www.bilibili.com/video/BV1e841157Um/)
- 2022.12.05: [PaperWeekly] [给你一个 PPO × Family 课程，撑起整个决策 AI 宇宙](https://mp.weixin.qq.com/s/KCKfH1VnQGnNWW6svVxdXw)
- 2022.12.01: [bilibili] [PPO x Family 课程品牌宣传视频](https://www.bilibili.com/video/BV1sK411R7JP/?spm_id_from=333.337.search-card.all.click)
- 2022.11.30: [机器之心] [集中一点，演化无限：PPO × Family决策智能入门公开课即日开讲](https://mp.weixin.qq.com/s/l_JB3-BgLE2pEBJ2zgRkGQ)
- 2022.11.30: [中国计算机学会CCF] [【CCF科普群星计划】决策智能入门公开课开课啦](https://mp.weixin.qq.com/s/NkHi7eeUgQkp31R5Qgsbvw)
# 课程大纲
<div align="center">
<a href="https://github.com/opendilab/PPOxFamily"><img width="1000px" height="auto" src="https://github.com/opendilab/PPOxFamily/blob/main/assets/outline.png"></a>
</div>
# 内容导航
| 章节（视频课） | 算法理论资料 | 补充资料 | 习题 | 代码样例 | 应用样例|
|------|-----|----------|-------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| ---|
| [第一章：开启决策AI探索之旅](https://www.bilibili.com/video/BV1cG4y137dJ) | [课程PPT](https://github.com/opendilab/PPOxFamily/blob/main/chapter1_overview/chapter1_lecture.pdf) <br> [课程文字稿](https://github.com/opendilab/PPOxFamily/blob/main/chapter1_overview/chapter1_manuscripExcerpt of 16,613 characters
Read on GitHub
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Ren Jiyuan · Tsinghua University · China
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Norman · @OpenDILab · China
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:d5fef26f744d0f3b, topic:reinforcement-learning, topic:deep-reinforcement-learning
matched fp:d5fef26f744d0f3b, topic:course, desc:tutorial, desc:course