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Decision Making Under Uncertainty and Reinforcement Learning

Name: Decision Making Under Uncertainty and Reinforcement Learning
Brand: Springer, Berlin
SKU: 39193356
Price: 139.09 EUR
Availability: InStock
Author: Christos Dimitrakakis
ISBN: 9783031076121

Theory and Algorithms

Christos Dimitrakakis

Ronald Ortner

Language

English

Book Hardback

Libristo code: 39193356

Publishers Springer, Berlin, November 2021

This book presents recent research in decision making under uncertainty, in particular reinforcement... Full description

Libristo code: 39193356

340 b

139.09 € VAT included

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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.