phosics/deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

Deep Reinforcement Learning Course

We launched a new free Deep Reinforcement Learning Course with Hugging Face 🤗

👉 Register here http://eepurl.com/h1pElX

👉 The course: https://huggingface.co/deep-rl-course/unit0/introduction

📚 The syllabus: https://simoninithomas.github.io/deep-rl-course/

In this updated free course, you will:

• 📖 Study Deep Reinforcement Learning in theory and practice.
• 🧑‍💻 Learn to use famous Deep RL libraries such as Stable Baselines3, RL Baselines3 Zoo, Sample Factory and CleanRL.
• 🤖 Train agents in unique environments such as SnowballFight, Huggy the Doggo 🐶, MineRL (Minecraft ⛏️), VizDoom (Doom) and classical ones such as Space Invaders and PyBullet.
• 💾 Publish your trained agents in one line of code to the Hub. But also download powerful agents from the community.
• 🏆 Participate in challenges where you will evaluate your agents against other teams. But also play against AI you'll train. And more!