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Merrick, Kathryn E. Maher, Mary L.:

Motivated Reinforcement Learning - Paperback

2009, ISBN: 9783642100352

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[ED: Softcover], [PU: Springer, Berlin], Motivated learning is an emerging research field in artificial intelligence and cognitive modelling. Computational models of motivation extend rei… More...

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Motivated Reinforcement Learning Curious Characters for Multiuser Games - Maher, Mary Lou; Merrick, Kathryn E.
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Maher, Mary Lou; Merrick, Kathryn E.:

Motivated Reinforcement Learning Curious Characters for Multiuser Games - Paperback

2010, ISBN: 364210035X

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Softcover reprint of hardcover 1st ed. 2009 Kartoniert / Broschiert Grafikprogrammierung, Künstliche Intelligenz, Bildverarbeitung, Mensch-Computer-Interaktion, agents; artificiallife; … More...

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Motivated Reinforcement Learning - Kathryn E. Merrick Mary Lou Maher
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Kathryn E. Merrick Mary Lou Maher:
Motivated Reinforcement Learning - First edition

2010

ISBN: 9783642100352

Paperback, Hardcover

[ED: Kartoniert / Broschiert], [PU: Springer Berlin Heidelberg], Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Motivated reinforcement l… More...

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Motivated Reinforcement Learning: Curious Characters for Multiuser Games - Merrick, Kathryn E.
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Merrick, Kathryn E.:
Motivated Reinforcement Learning: Curious Characters for Multiuser Games - Paperback

2010, ISBN: 9783642100352

Mitwirkende: Maher, Mary Lou, Springer, Taschenbuch, Auflage: Softcover reprint of hardcover 1st ed. 2009, 220 Seiten, Publiziert: 2010-10-19T00:00:01Z, Produktgruppe: Buch, 0.76 kg, CAD … More...

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Motivated Reinforcement Learning: Curious Characters for Multiuser Games - Merrick, Kathryn E.
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Merrick, Kathryn E.:
Motivated Reinforcement Learning: Curious Characters for Multiuser Games - Paperback

2010, ISBN: 9783642100352

Mitwirkende: Maher, Mary Lou, Springer, Taschenbuch, Auflage: Softcover reprint of hardcover 1st ed. 2009, 220 Seiten, Publiziert: 2010-10-19T00:00:01Z, Produktgruppe: Buch, 0.76 kg, CAD … More...

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Details of the book
Motivated Reinforcement Learning: Curious Characters for Multiuser Games
Author:
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ISBN:

9783642100352


Motivated learning is an emerging research field in artificial intelligence and cognitive modelling. Computational models of motivation extend reinforcement learning to adaptive, multitask learning in complex, dynamic environments - the goal being to understand how machines can develop new skills and achieve goals that were not predefined by human engineers. In particular, this book describes how motivated reinforcement learning agents can be used in computer games for the design of non-player characters that can adapt their behaviour in response to unexpected changes in their environment.This book covers the design, application and evaluation of computational models of motivation in reinforcement learning. The authors start with overviews of motivation and reinforcement learning, then describe models for motivated reinforcement learning. The performance of these models is demonstrated by applications in simulated game scenarios and a live, open-ended virtual world. Researchers in artificial intelligence, machine learning and artificial life will benefit from this book, as will practitioners working on complex, dynamic systems - in particular multiuser, online games.

Details of the book - Motivated Reinforcement Learning: Curious Characters for Multiuser Games


EAN (ISBN-13): 9783642100352
ISBN (ISBN-10): 364210035X
Hardcover
Paperback
Publishing year: 2010
Publisher: Springer
220 Pages
Weight: 0,339 kg
Language: eng/Englisch

Book in our database since 2012-01-25T12:56:09+00:00 (London)
Detail page last modified on 2023-09-06T10:17:50+01:00 (London)
ISBN/EAN: 9783642100352

ISBN - alternate spelling:
3-642-10035-X, 978-3-642-10035-2
Alternate spelling and related search-keywords:
Book author: merrick, maher, lou, even mary
Book title: lou, motivate, curious

Information from Publisher

Author: Kathryn E. Merrick; Mary Lou Maher
Title: Motivated Reinforcement Learning - Curious Characters for Multiuser Games
Publisher: Springer; Springer Berlin
206 Pages
Publishing year: 2010-10-19
Berlin; Heidelberg; DE
Printed / Made in
Language: English
106,99 € (DE)
109,99 € (AT)
118,00 CHF (CH)
POD
XIV, 206 p. 118 illus., 32 illus. in color.

BC; Hardcover, Softcover / Informatik, EDV/Informatik; Künstliche Intelligenz; Verstehen; Agents; Artificial life; Cognition; Computer games; Design; Games; Learning; Motivated learning; Multiuser games; Online games; Second Life; artificial intelligence; intelligence; machine learning; modeling; Artificial Intelligence; User Interfaces and Human Computer Interaction; Computer Graphics; Computer Imaging, Vision, Pattern Recognition and Graphics; Computer-Aided Engineering (CAD, CAE) and Design; Mensch-Computer-Interaktion; Grafikprogrammierung; Bildverarbeitung; Computer-Aided Design (CAD); BB

Non-Player Characters and Reinforcement Learning.- Non-Player Characters in Multiuser Games.- Motivation in Natural and Artificial Agents.- Towards Motivated Reinforcement Learning.- Comparing the Behaviour of Learning Agents.- Developing Curious Characters Using Motivated Reinforcement Learning.- Curiosity, Motivation and Attention Focus.- Motivated Reinforcement Learning Agents.- Curious Characters in Games.- Curious Characters for Multiuser Games.- Curious Characters for Games in Complex, Dynamic Environments.- Curious Characters for Games in Second Life.- Future.- Towards the Future.
Motivated reinforcement learning agents are applied as a novel approach to designing dynamic, adaptive characters for multiuser, online games Includes supplementary material: sn.pub/extras

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