Web Reference: Nov 14, 2024 · Welcome to the open course “Mathematical Foundations of Reinforcement Learning”. This course provides a mathematical but friendly introduction to reinforcement learning. PDF of the textbook and... Below are the links to my English lecture videos. L1: Basic Concepts (P1-State, action, policy, ...) L10: Actor-Critic Methods (P5-Summary and goodbye!) The slides for the above lecture videos can be found here: https://github.com/MathFoundationRL/Book-Mathematical-Foundation-of-Reinforcement-Learning/tree/main/Lecture%20slides. Some essential features of this book are highlighted as follows. The book introduces reinforcement learning from a mathematical point of view. Hopefully, readers will not only know the procedure of an algorithm but also understand why it was designed in the first place and why it works effectively.
YouTube Excerpt: Welcome to the open course “Mathematical Foundations of Reinforcement Learning”. This course provides a mathematical but ...
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