Decision Making Under Uncertainty and Reinforcement Learning: Theory and Algorithms: 223 (Intelligent Systems Reference Library, 223) [Hardcover] [Dec 03, 2022] Dimitrakakis, Christos and Ortner, Ronald

Dimitrakakis, Christos; Ortner, Ronald

ISBN 10: 3031076125 / ISBN 13: 9783031076121

Published by Springer, 2022

About this Item

A brand new book in pristine condition. Showing zero signs of shelf wear, creases, or damage.

Seller Inventory # SPRINGERNEW11558

Bibliographic Details

• Title: Decision Making Under Uncertainty and Reinforcement Learning: Theory and Algorithms: 223 (Intelligent Systems Reference Library, 223) [Hardcover] [Dec 03, 2022] Dimitrakakis, Christos and Ortner, Ronald
• Publisher: Springer
• Publication Date: 2022
• Language: English
• ISBN 10: 3031076125
• ISBN 13: 9783031076121
• Binding: Hardcover
• Condition: New

About this title

Synopsis

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.