The logic of adaptive behavior : knowledge representation and algorithms for adaptive sequential decision making under uncertainty in first-order and relational domains /

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Bibliographic Details
Author / Creator:	Otterlo, Martijn van.
Imprint:	Amsterdam ; Washington, D.C. : Ios Press, ©2009.
Description:	1 online resource (xvi, 489 pages) : illustrations.
Language:	English
Series:	Frontiers in artificial intelligence and applications ; v. 192 Frontiers in artificial intelligence and applications ; v. 192.
Subject:	Decision making -- Mathematical models. Sequential analysis. Adaptive control systems. Uncertainty (Information theory) Computer algorithms. Adaptive control systems. Computer algorithms. Decision making -- Mathematical models. Sequential analysis. Uncertainty (Information theory) Electronic books.
Format:	E-Resource Book
URL for this record:	http://pi.lib.uchicago.edu/1001/cat/bib/11281428

Hidden Bibliographic Details
Other authors / contributors:	IOS Press.
ISBN:	9781607504061 1607504065 9781441616869 1441616861 9781586039691 1586039695 6000014589 9786000014582
Notes:	Includes bibliographical references (pages 443-476) and index. English. Print version record.
Summary:	Markov decision processes have become the de facto standard in modeling and solving sequential decision making problems under uncertainty. This book studies lifting Markov decision processes, reinforcement learning and dynamic programming to the first-order (or, relational) setting.
Other form:	Print version: Otterlo, Martijn van. Logic of adaptive behavior. Amsterdam ; Washington, D.C. : Ios Press, ©2009 9781586039691 1586039695

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