Christos Dimitrakakis,
Ronald Ortner
Decision Making Under Uncertainty and Reinforcement Learning
Theory and Algorithms
Gebonden Engels 2022 9783031076121Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
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.
Specificaties
ISBN13:9783031076121
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer International Publishing
Lezersrecensies
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Inhoudsopgave
Introduction.- Subjective probability and utility.- Decision problems.- Estimation.
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