huggingface/deep-rl-class

This repo contains the Hugging Face Deep Reinforcement Learning Course.

MDX

5,049

1,144 commits

updated Oct 6, 2026

See the code

README

The Hugging Face Deep Reinforcement Learning Course 🤗 (v2.0)

Thumbnail

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

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:

@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}},
}
deep-learning
deep-reinforcement-learning
reinforcement-learning
reinforcement-learning-excercises

huggingface/deep-rl-class

This repo contains the Hugging Face Deep Reinforcement Learning Course.

MDX

5,049

1,144 commits

updated Oct 6, 2026

See the code

README

The Hugging Face Deep Reinforcement Learning Course 🤗 (v2.0)

Thumbnail

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

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:

@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}},
}
deep-learning
deep-reinforcement-learning
reinforcement-learning
reinforcement-learning-excercises

Significant stargazers

(top 24 of 26)

lewtun

1,612 followers · starred Apr 2022

Quentin Gallouédec

934 followers · starred May 2024

Costa Huang

1,833 followers · starred May 2022

Anton Lozhkov

430 followers · starred May 2022