https://github.com/huggingface/deep-rl-class
This repo contains the Hugging Face Deep Reinforcement Learning Course.
https://github.com/huggingface/deep-rl-class
deep-learning deep-reinforcement-learning reinforcement-learning reinforcement-learning-excercises
Last synced: 5 months ago
JSON representation
This repo contains the Hugging Face Deep Reinforcement Learning Course.
- Host: GitHub
- URL: https://github.com/huggingface/deep-rl-class
- Owner: huggingface
- License: apache-2.0
- Created: 2022-04-21T10:19:17.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2025-04-17T08:11:59.000Z (6 months ago)
- Last Synced: 2025-05-08T05:39:37.731Z (5 months ago)
- Topics: deep-learning, deep-reinforcement-learning, reinforcement-learning, reinforcement-learning-excercises
- Language: MDX
- Homepage:
- Size: 44.9 MB
- Stars: 4,287
- Watchers: 82
- Forks: 677
- Open Issues: 73
-
Metadata Files:
- Readme: README.md
- License: LICENSE.md
Awesome Lists containing this project
- awesome-ChatGPT-repositories - deep-rl-class - This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course. (Others)
- StarryDivineSky - huggingface/deep-rl-class - learning、Deep Q-Networks (DQN)、Policy Gradients、Actor-Critic方法等等。项目包含各种环境的实现，方便学习者在不同场景下进行实验。课程强调动手实践，通过实际编写代码来加深理解。项目利用Hugging Face的transformers库，将强化学习与自然语言处理相结合，探索新的应用方向。该课程适合有一定机器学习基础，希望深入学习深度强化学习的开发者和研究人员。通过学习该课程，你可以构建自己的智能体，解决复杂的决策问题。项目提供了清晰的教程和示例，帮助你快速上手。总之，这是一个学习和实践深度强化学习的绝佳资源。 (A01_文本生成_文本对话 / 大语言对话模型及数据)
README
# [The Hugging Face Deep Reinforcement Learning Course 🤗 (v2.0)](https://huggingface.co/deep-rl-course/unit0/introduction)
If you like the course, don't hesitate to **⭐ star this repository. This helps us 🤗**.
This repository contains the Deep Reinforcement Learning Course mdx files and notebooks. **The website is here**: https://huggingface.co/deep-rl-course/unit0/introduction?fw=pt
- The syllabus 📚: https://simoninithomas.github.io/deep-rl-course
- The course 📚: https://huggingface.co/deep-rl-course/unit0/introduction?fw=pt
- **Sign up here** ➡️➡️➡️ http://eepurl.com/ic5ZUD
## Course Maintenance Notice 🚧
Please note that this **Deep Reinforcement Learning course is now in a low-maintenance state**. However, it **remains an excellent resource to learn both the theory and practical aspects of Deep Reinforcement Learning**.
Keep in mind the following points:
- *Unit 7 (AI vs AI)* : This feature is currently non-functional. However, you can still train your agent to play soccer and observe its performance.
- *Leaderboard* : The leaderboard is no longer operational.
Aside from these points, all theory content and practical exercises remain fully accessible and effective for learning.
If you have any problem with one of the hands-on **please check the issue sections where the community give some solutions to bugs**.
## Citing the project
To cite this repository in publications:
```bibtex
@misc{deep-rl-course,
author = {Simonini, Thomas and Sanseviero, Omar},
title = {The Hugging Face Deep Reinforcement Learning Class},
year = {2023},
publisher = {GitHub},
journal = {GitHub repository},
howpublished = {\url{https://github.com/huggingface/deep-rl-class}},
}
```