Title Reinforcement learning : an introduction / Richard S. Sutton and Andrew G. Barto.

Publication Info.	Cambridge, Mass. : MIT Press, [1998]
	©1998

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Location	Call No.	Status
University of Saint Joseph: Pope Pius XII Library - Internet	WORLD WIDE WEB E-BOOK MIT	Downloadable
Please click here to access this MIT resource

Description	1 online resource (xviii, 322 pages) : illustrations.
	text file PDF rda
Series	Adaptive computation and machine learning
	Adaptive computation and machine learning.
Bibliography	Includes bibliographical references (pages 291-312) and index.
Contents	1. Introduction -- 2. Evaluative feedback -- 3. The reinforcement learning problem -- 4. Dynamic programming -- 5. Monte carlo methods -- 6. Temporal-difference learning -- 7. Eligibility traces -- 8. Generalization and function approximation -- 9. Planning and learning -- 10. Dimensions of reinforcement learning -- 11. Case studies.
Summary	Presents the book "Reinforcement Learning: An Introduction," written by Richard S. Sutton and Andrew G. Barto and published by the Massachusetts Institute of Technology (MIT) Press in 1998. The book is a textbook targeted toward engineers and scientists in artificial intelligence, operations research, neural networks, and control systems. Examines a computation approach to learning from interaction with environment.
Note	Print version record.
Local Note	MIT Press DTL OA MIT Titles
Language	English.
Subject	Massachusetts Institute of Technology Press.
	Reinforcement learning.
	Artificial Intelligence.
	Operations Research.
	Pattern Recognition, Automated.
	COMPUTERS -- Enterprise Applications -- Business Intelligence Tools.
	COMPUTERS -- Intelligence (AI) & Semantics.
	Reinforcement learning (Machine learning)
	Reinforcement learning. (OCoLC)fst01732553
	Kunstmatige intelligentie.
	Reinforcement.
	Leren.
	Computer Science.
	Engineering & Applied Sciences.
Genre/Form	Electronic books.
Added Author	Barto, Andrew G.
Other Form:	Print version: Sutton, Richard S. Reinforcement learning. Cambridge, Mass. : MIT Press, ©1998 0262193981 (DLC) 97026416 (OCoLC)37293240
ISBN	0585024456 (electronic book)
	9780585024455 (electronic book)
	9780262257053 (electronic book)
	026225705X (electronic book)
	9780262193986 (alkaline paper)
	0262193981 (alkaline paper)
Standard No.	9780262257053
ISBN	9781282096783
	1282096788
	9786612096785
	6612096780
	0262193981

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Title Reinforcement learning : an introduction / Richard S. Sutton and Andrew G. Barto.

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