Shypd.aiThe largest open index of AI toolsreinforcement_learning_course_materials is an Open Source Research & Education tool that provides lecture notes, tutorial tasks with solutions, and online videos for a reinforcement learning course. It is useful for students and educators in the field of AI.
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reinforcement_learning_course_materials offers comprehensive lecture notes, tutorial tasks including solutions, and online videos for a reinforcement learning course. Originally hosted at Paderborn University and now transferred to the University of Siegen, this open-source material is licensed under a Creative Commons Attribution 4.0 International Public License. It is designed for both self-learning students and lecturers looking to set up their own courses. The content covers a wide range of topics from introduction to reinforcement learning, Markov decision processes, dynamic programming, Monte Carlo methods, and various policy gradient methods, all with accompanying video lectures and practical exercises based on Python 3.12.
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