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Approximate dynamic programming : solving the curses of dimensionality.
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ISBN: 9780470171554 0470171553 Year: 2007 Publisher: Hoboken Wiley-Interscience

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Abstract

This book represents an up-to-date, complete and accessible introduction to approximate dynamic programming. It is motivated primarily by problems that arise in operations research and engineering. Much of the emphasis in the book is placed on how to model complex problems and design practical, scalable algorithms for solving them. Example problems generally involve the management of physical, financial or informational resources in an industrial setting.


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Sequential Decision Analytics and Modeling.
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ISBN: 9781638280835 Year: 2022 Publisher: Norwell, MA : Now Publishers,

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The goal of this book is to enable readers to understand how to approach, model and solve a sequential decision problem. To that end, it uses a teach-by-example style to illustrate a modeling framework that can represent any sequential decision problem.

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Reinforcement learning and stochastic optimization : a unified framework for sequential decisions
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ISBN: 1119815061 1119815045 Year: 2022 Publisher: Hoboken, New Jersey : John Wiley & Sons, Inc,

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Optimal learning
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ISBN: 9780470596692 Year: 2012 Publisher: Hoboken, N.J. Wiley

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