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Markov Decision Processes
Language: en
Pages: 544
Authors: Martin L. Puterman
Categories: Mathematics
Type: BOOK - Published: 2014-08-28 - Publisher: John Wiley & Sons

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The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and g
Handbook of Markov Decision Processes
Language: en
Pages: 560
Authors: Eugene A. Feinberg
Categories: Business & Economics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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Eugene A. Feinberg Adam Shwartz This volume deals with the theory of Markov Decision Processes (MDPs) and their applications. Each chapter was written by a lead
Markov Decision Processes in Artificial Intelligence
Language: en
Pages: 367
Authors: Olivier Sigaud
Categories: Technology & Engineering
Type: BOOK - Published: 2013-03-04 - Publisher: John Wiley & Sons

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Markov Decision Processes (MDPs) are a mathematical framework for modeling sequential decision problems under uncertainty as well as reinforcement learning prob
Markov Decision Processes with Applications to Finance
Language: en
Pages: 393
Authors: Nicole Bäuerle
Categories: Mathematics
Type: BOOK - Published: 2011-06-06 - Publisher: Springer Science & Business Media

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The theory of Markov decision processes focuses on controlled Markov chains in discrete time. The authors establish the theory for general state and action spac
Markov Decision Processes in Practice
Language: en
Pages: 563
Authors: Richard J. Boucherie
Categories: Business & Economics
Type: BOOK - Published: 2017-03-10 - Publisher: Springer

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This book presents classical Markov Decision Processes (MDP) for real-life applications and optimization. MDP allows users to develop and formally support appro