simoninithomas/Deep_reinforcement_learning_Course

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

Jupyter Notebook

3,901

166 commits

updated May 2, 2023

See the code

README

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!
a2c
actor-critic
deep-learning
deep-q-learning
deep-q-network
deep-reinforcement-learning
ppo
pytorch
qlearning
tensorflow
tensorflow-tutorials
unity

simoninithomas/Deep_reinforcement_learning_Course

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

Jupyter Notebook

3,901

166 commits

updated May 2, 2023

See the code

README

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!
a2c
actor-critic
deep-learning
deep-q-learning
deep-q-network
deep-reinforcement-learning
ppo
pytorch
qlearning
tensorflow
tensorflow-tutorials
unity

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