Reinforcement Learning : An Introduction
Sutton, Richard S.; Barto, Andrew G.
9780262193986
ISBN 13: 9780262193986
Publication Date: 1998
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Offering an account of key ideas and algorithms in reinforcement learning, this volume includes discussion ranging from the history of the field's intellectual foundations to recent developments and applications.
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Reinforcement Learning - An Introduction (ISBN: 0262193981 / 0-262-19398-1) Sutton, Richard S.; Barto, Andrew G. Quantity Available: 10
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Book Description: MIT Press 1998-05-08, 1998. Book Condition: New. Brand new book, sourced directly from publisher. Dispatch time is 24-48 hours from our warehouse. Book will be sent in robust, secure packaging to ensure it reaches you securely. Bookseller Inventory # NU-BER-00043948 Bookseller & Payment Information | More Books from this Seller | Ask Bookseller a Question |
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Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning) Format: Hardcover (ISBN: 0262193981 / 0-262-19398-1) Sutton, Richard S.; Barto, Andrew G. Quantity Available: > 20
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Reinforcement Learning: An Introduction (Hardback) (ISBN: 9780262193986) Sutton, Richard S.; Barto, Andrew G. Quantity Available: 1
Book Description: MIT Press Ltd, United States, 1998. Hardback. Book Condition: New. 231 x 180 mm. Brand New Book with Free Worldwide Delivery. Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives when interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the key ideas and algorithms of reinforcement learning. Their discussion ranges from the history of the field's intellectual foundations to the most recent developments and applications. The only necessary mathematical background is familiarity with elementary concepts of probability.The book is divided into three parts. Part I defines the reinforcement learning problem in terms of Markov decision processes. Part II provides basic solution methods: dynamic programming, Monte Carlo methods, and temporal-difference learning. Part III presents a unified view of the solution methods and incorporates artificial neural networks, eligibility traces, and planning; the two final chapters present case studies and consider the future of reinforcement learning. Bookseller Inventory # AAU9780262193986 Bookseller & Payment Information | More Books from this Seller | Ask Bookseller a Question |
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Reinforcement Learning: An Introduction (ISBN: 9780262193986) Sutton, Richard S.; Barto, Andrew G. Quantity Available: 7
Book Description: MIT Press Ltd. Hardback. Book Condition: new. BRAND NEW, Reinforcement Learning: An Introduction, Richard S. Sutton, Andrew G. Barto, Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives when interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the key ideas and algorithms of reinforcement learning. Their discussion ranges from the history of the field's intellectual foundations to the most recent developments and applications. The only necessary mathematical background is familiarity with elementary concepts of probability.The book is divided into three parts. Part I defines the reinforcement learning problem in terms of Markov decision processes. Part II provides basic solution methods: dynamic programming, Monte Carlo methods, and temporal-difference learning. Part III presents a unified view of the solution methods and incorporates artificial neural networks, eligibility traces, and planning; the two final chapters present case studies and consider the future of reinforcement learning. Bookseller Inventory # B9780262193986 Bookseller & Payment Information | More Books from this Seller | Ask Bookseller a Question |
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Reinforcement Learning (ISBN: 9780262193986) Sutton, Richard S.; Barto, Andrew G. Quantity Available: 11
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Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning) (ISBN: 0262193981 / 0-262-19398-1) Sutton, Richard S.; Barto, Andrew G. Quantity Available: 1
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Reinforcement Learning ? An Introduction (ISBN: 9780262193986) Sutton, Richard S.; Barto, Andrew G. Quantity Available: 2
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Reinforcement Learning ??? An Introduction (ISBN: 9780262193986) Sutton, Richard S.; Barto, Andrew G. Quantity Available: 2
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Reinforcement Learning An Introduction: (ISBN: 0262193981 / 0-262-19398-1) Sutton, Richard S.; Barto, Andrew G. Quantity Available: 1
Book Description: MIT Press Ltd Country = UNITED STATES, 1998. Hardback. Book Condition: New. 342 pages. Richard Sutton and Andrew Barto provide a clear and simple account of the key ideas and algorithms of reinforcement learning. Their discussion ranges from the history of the field's intellectual foundations to the most recent developments and applications. 108 (Hardback). Bookseller Inventory # AB0262193981 Bookseller & Payment Information | More Books from this Seller | Ask Bookseller a Question |
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