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Markov Decision Processes in Artificial Intelligence

Name: Markov Decision Processes in Artificial Intelligence
Brand: ISTE Ltd and John Wiley & Sons Inc
SKU: 01434020
Price: 192.59 EUR
Availability: InStock
Author: Olivier Sigaud
ISBN: 9781848211674

Olivier Sigaud

Lingua

Inglese

Libro Rigido

Codice Libristo: 01434020

Casa editrice ISTE Ltd and John Wiley & Sons Inc, febbraio 2010

Markov Decision Processes (MDPs) are a mathematical framework for modeling sequential decision probl... Descrizione completa

Codice Libristo: 01434020

471 b

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Markov Decision Processes (MDPs) are a mathematical framework for modeling sequential decision problems under uncertainty as well as Reinforcement Learning problems.§Written by experts in the field, this book provides a global view of current research using MDPs in Artificial Intelligence. It starts with an introductory presentation of the fundamental aspects of MDPs (planning in MDPs, Reinforcement Learning, Partially Observable MDPs, Markov games and the use of non-classical criteria). Then it presents more advanced research trends in the domain and gives some concrete examples using illustrative applications.