Książka Decision Making Under Uncertainty and Reinforcement Learning Christos Dimitrakakis

Decision Making Under Uncertainty and Reinforcement Learning

Theory and Algorithms

Język: Angielski
Oprawa: Twarda
Wydawca: Springer, Berlin
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-18 dni
631.28
This book presents recent research in decision making under uncertainty, in particular reinforcement...

Informacje o książce

Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2022
strony
243
EAN
9783031076121
Enbook ID
39193356
Waga
539
Wymiary
155 x 235 x 20

Pełny opis

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.  

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