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Reinforcement Learning Academy

This is a repository for Reinforcement Learning Academy, a comprehensive collection of my teaching materials on reinforcement learning (RL), including research papers, textbooks with my annotations, my presentations, and an assignment delivered via Colab.

Contents

  • Teaching Materials: Here you can find my personal take on reinforcement learning through 4 presentations that cover various RL topics.

  • Colab Assignment: This interactive assignment is designed to help you apply your theoretical knowledge of RL in a practical setting.

  • Research Papers: I've compiled a library of valuable papers covering well-known RL algorithms to provide a theoretical backdrop to the subject matter.

  • Textbooks with Personal Annotations: My recommended textbooks for deepening your RL knowledge. My annotations across these textbooks will guide you through the complex landscape of RL.

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My RL teaching materials

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