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Lecture Notes in Artificial Intelligence Lect.Notes ComputerState-of-the-Art Surveys

Anticipatory Behavior in Adaptive Learning Systems

From Psychological Theories to Artificial Cognitive Systems

Editors: Pezzulo, G., Butz, M.V., Sigaud, O., Baldassarre, G. (Eds.)

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About this book

Anticipatory behavior in adaptive learning systems continues to attract the attention of researchers in many areas, including cognitive systems, neuroscience, psychology, and machine learning.

This book constitutes the thoroughly refereed post-workshop proceedings of the 4th International Workshop on Anticipatory Behavior in Adaptive Learning Systems, ABiALS 2008, held in Munich, Germany, in June 2008, in collaboration with 5th the six-monthly meeting of euCognition, 'The Role of Anticipation in Cognition'.

The 18 revised full papers presented were carefully selected during two rounds of reviewing and improvement for inclusion in the book. The introductory chapter of this state-of-the-art survey not only provides an overview of the contributions included in this volume but also discusses the current various terminology employed in the field and relates it to the various system approaches. The papers are organized in topical sections on anticipation in psychology with a focus on the ideomotor view; theoretical and review contributions; anticipation and dynamical systems; computational modeling of psychological processes in the individual and social domains; behavioral and cognitive capabilities based on anticipation; and computational frameworks and algorithms for anticipation, and their evaluation.

Table of contents (18 chapters)

Table of contents (18 chapters)
  • From Sensorimotor to Higher-Level Cognitive Processes: An Introduction to Anticipatory Behavior Systems

    Pages 1-9

    Pezzulo, Giovanni (et al.)

  • ABC: A Psychological Theory of Anticipative Behavioral Control

    Pages 10-30

    Hoffmann, Joachim

  • Anticipative Control of Voluntary Action: Towards a Computational Model

    Pages 31-47

    Haazebroek, Pascal (et al.)

  • Driven by Compression Progress: A Simple Principle Explains Essential Aspects of Subjective Beauty, Novelty, Surprise, Interestingness, Attention, Curiosity, Creativity, Art, Science, Music, Jokes

    Pages 48-76

    Schmidhuber, Jürgen

  • Steps to a Cyber-Physical Model of Networked Embodied Anticipatory Behavior

    Pages 77-94

    Bonsignorio, Fabio P.

Buy this book

eBook $109.00
price for USA in USD
  • ISBN 978-3-642-02565-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $139.99
price for USA in USD
  • ISBN 978-3-642-02564-8
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Online orders shipping within 2-3 days.
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Bibliographic Information

Bibliographic Information
Book Title
Anticipatory Behavior in Adaptive Learning Systems
Book Subtitle
From Psychological Theories to Artificial Cognitive Systems
Editors
  • Giovanni Pezzulo
  • Martin V. Butz
  • Olivier Sigaud
  • Gianluca Baldassarre
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
5499
Copyright
2009
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-02565-5
DOI
10.1007/978-3-642-02565-5
Softcover ISBN
978-3-642-02564-8
Edition Number
1
Number of Pages
XI, 335
Topics

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