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Markov Decision Processes in Artificial Intelligence

Name: Markov Decision Processes in Artificial Intelligence
Brand: Wiley-ISTE
SKU: 39914134
Price: 206.81 EUR
Availability: InStock
Author: Olivier Sigaud
ISBN: 9781118620106

Olivier Sigaud

Olivier Buffet

Language

English

E-book Adobe ePub DRM

Libristo code: 39914134

Publishers Wiley-ISTE, March 2013

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

Libristo code: 39914134

500 b

206.81 €

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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.