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Hugging Face Deep RL Course

A free course for learning deep reinforcement learning, with hands-on exercises.

New this week

What it does

This is the free Deep Reinforcement Learning course from Hugging Face, where you learn to train agents that improve by trial and reward.

The repository holds the course text and notebooks; the lessons are read on the course website alongside hands-on practice.

Its makers note the course is now in a low-maintenance state, but say the theory and practical exercises remain a useful way to learn.

Who it's for

Learners who want a free, hands-on introduction to deep reinforcement learning.

Can I use it without coding?

Developers only. The exercises involve writing and running code in notebooks. New to this? Start here.

Can I run it?

Cost
FreeNothing to pay or sign up for.
Runs on
Web browser
Computer
An ordinary computer is fine
Privacy
Sends what you give it to an online service
API key
Not needed

Try it

Using Claude Code, Cursor or another AI coding assistant? Paste the prompt and it will walk you through the setup.New to this?

Before you install

  • Only download from the official GitHub page. Copies with similar names exist for many popular projects.
  • License (Apache-2.0): Permissive: free to use, change and share, including for business.
  • What you type or upload is sent to an online service. Avoid sharing private or sensitive information.
  • More on staying safe