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Reinforcement Learning

Jezik EngleskiEngleski
Knjiga Tvrdi uvez
Knjiga Reinforcement Learning Marco Wiering
Libristo kod: 01660411
Reinforcement learning encompasses both a science of adaptive behavior of rational beings in uncerta... Cijeli opis
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Reinforcement learning encompasses both a science of adaptive behavior of rational beings in uncertain environments and a computational methodology for finding optimal behaviors for challenging problems in control, optimization and adaptive behavior of intelligent agents. As a field, reinforcement learning has progressed tremendously in the past decade.§The main goal of this book is to present an up-to-date series of survey articles on the main contemporary sub-fields of reinforcement learning. This includes surveys on partially observable environments, hierarchical task decompositions, relational knowledge representation and predictive state representations. Furthermore, topics such as transfer, evolutionary methods and continuous spaces in reinforcement learning are surveyed. In addition, several chapters review reinforcement learning methods in robotics, in games, and in computational neuroscience. In total seventeen different subfields are presented by mostly young experts in those areas, and together they truly represent a state-of-the-art of current reinforcement learning research.§Marco Wiering works at the artificial intelligence department of the University of Groningen in the Netherlands. He has published extensively on various reinforcement learning topics. Martijn van Otterlo works in the cognitive artificial intelligence group at the Radboud University Nijmegen in The Netherlands. He has mainly focused on expressive knowledge§representation in reinforcement learning settings.

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Informacije o knjizi

Puni naziv Reinforcement Learning
Jezik Engleski
Uvez Knjiga - Tvrdi uvez
Datum izdanja 2012
Broj stranica 638
EAN 9783642276446
ISBN 364227644X
Libristo kod 01660411
Težina 1166
Dimenzije 155 x 235 x 40
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