Deep Reinforcement Learning Course

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

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

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!

Name		Name	Last commit message	Last commit date
Latest commit History 192 Commits
A2C with Sonic the Hedgehog		A2C with Sonic the Hedgehog
Decision_transformers		Decision_transformers
Deep Q Learning		Deep Q Learning
Dueling Double DQN with PER and fixed-q targets		Dueling Double DQN with PER and fixed-q targets
PPO with Sonic the Hedgehog		PPO with Sonic the Hedgehog
Policy Gradients		Policy Gradients
Q learning		Q learning
RND Montezuma's revenge PyTorch		RND Montezuma's revenge PyTorch
docs		docs
notebooks		notebooks
Copy_of_speed.ipynb		Copy_of_speed.ipynb
Copy_of_unit3.ipynb		Copy_of_unit3.ipynb
Copy_of_unit4.ipynb		Copy_of_unit4.ipynb
Copy_of_unit5.ipynb		Copy_of_unit5.ipynb
Copy_of_unit6.ipynb		Copy_of_unit6.ipynb
DiamondJAX_00_SetUp_own.ipynb		DiamondJAX_00_SetUp_own.ipynb
PPO_CLEAN_RL.ipynb		PPO_CLEAN_RL.ipynb
PPO_VIZDOOM_SampleFactory.ipynb		PPO_VIZDOOM_SampleFactory.ipynb
Q_Learning_with_FrozenLakev2.ipynb		Q_Learning_with_FrozenLakev2.ipynb
README.md		README.md
antbullet_panda.ipynb		antbullet_panda.ipynb
mujoco_rl_halfcheetah_train_decision_transformers.ipynb		mujoco_rl_halfcheetah_train_decision_transformers.ipynb

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