Decision Making Under Uncertainty and Reinforcement Learning: Theory and Algorithms

by Christos Dimitrakakis and Ronald Ortner

Book Overview

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...

• Format: Hardcover
• Language: English
• ISBN: 3031076125
• ISBN13: 9783031076121
• Release Date: December 2022
• Publisher: Springer
• Length: 243 Pages
• Weight: 1.19 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"