The Art of Reinforcement Learning (eBook, PDF)
Michael Hu
eBook, PDF

The Art of Reinforcement Learning (eBook, PDF)

Fundamentals, Mathematics, and Implementations with Python

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Unlock the full potential of reinforcement learning (RL), a crucial subfield of Artificial Intelligence, with this comprehensive guide. This book provides a deep dive into RL's core concepts, mathematics, and practical algorithms, helping you to develop a thorough understanding of this cutting-edge technology.Beginning with an overview of fundamental concepts such as Markov decision processes, dynamic programming, Monte Carlo methods, and temporal difference learning, this book uses clear and concise examples to explain the basics of RL theory. The following section covers value function appro...

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