Reinforcement Learning and Dynamic Programming Using Function… – 9781439821084

Reinforcement Learning and Dynamic Programming Using Function… – 9781439821084

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Reinforcement Learning and Dynamic Programming Using Function Approximation (9781439821084)

In this post, we will explore the book “Reinforcement Learning and Dynamic Programming Using Function Approximation” by Lucian Busoniu, Robert Babuska, and Bart De Schutter. This book provides a comprehensive introduction to the field of reinforcement learning and dynamic programming, with a focus on using function approximation techniques.

The authors cover a wide range of topics, including the basics of reinforcement learning, dynamic programming, and function approximation. They also discuss more advanced topics such as policy iteration, value iteration, and temporal difference learning.

One of the key strengths of this book is its emphasis on practical applications. The authors provide numerous examples and case studies to help readers understand how to apply the concepts in real-world settings. They also include a detailed discussion of the challenges and limitations of using function approximation in reinforcement learning.

Overall, “Reinforcement Learning and Dynamic Programming Using Function Approximation” is a valuable resource for anyone interested in learning more about this exciting field. Whether you are a student, researcher, or practitioner, this book will provide you with the knowledge and tools you need to succeed in reinforcement learning and dynamic programming.
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