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Decision Making Under Uncertainty and Reinforcement Learning by Christos Dimitrakakis
Decision Making Under Uncertainty and Reinforcement Learning by Christos Dimitrakakis
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Decision Making Under Uncertainty and Reinforcement Learning

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Description

This book presents recent research in decision making under uncertainty, in particular reinforcement learning and learning with expert advice. The core elements of decision theory, Markov decision processes and reinforcement learning have not been previously collected in a concise volume. Our aim with this book was to provide a solid theoretical foundation with elementary proofs of the most important theorems in the field, all collected in one place, and not typically found in introductory textbooks.  This book is addressed to graduate students that are interested in statistical decision making under uncertainty and the foundations of reinforcement learning.  
Release date Australia
December 7th, 2023
Pages
243
Edition
1st ed. 2022
Audience
  • Professional & Vocational
Illustrations
62 Illustrations, color; 5 Illustrations, black and white; XIII, 243 p. 67 illus., 62 illus. in color.
ISBN-13
9783031108921
Product ID
38320575

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