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huggingface/deep-rl-class

A free open-source course by Hugging Face teaching deep reinforcement learning theory and implementation with hands-on exercises.

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This repository hosts the complete Deep Reinforcement Learning Course by Hugging Face, covering fundamentals of RL algorithms, deep Q-learning, policy gradients, and multi-agent systems. It provides theory materials in MDX format alongside practical Jupyter notebooks for hands-on training of agents in environments like Doom, Mario, and Soccer. The course aims to make deep RL accessible through structured lessons and executable code examples.

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