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Anticipatory Behavior in Adaptive Learning Systems

From Psychological Theories to Artificial Cognitive Systems

  • Conference proceedings
  • © 2009

Overview

Editors:
  1. Giovanni Pezzulo

    1. Consiglio Nazionale delle Ricerche,Istituto di Linguistica Computazionale “Antonio Zampolli”, Via Giuseppe Moruzzi, 1 - 56124 Pisa, Italy and Consiglio Nazionale delle Ricerche,Istituto di Scienze e Tecnologie della Cognizione, Via San Martino della Ba, Italy

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  2. Martin V. Butz

    1. COBOSLAB – Cognitive Bodyspaces: Learning and Behavior, Department of Psychology III, University of Würzburg, Würzburg, Germany

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  3. Olivier Sigaud

    1. Institut des Systèmes Intelligents et de Robotique (CNRS UMR 7222), Université Pierre et Marie Curie, Paris Cedex 05, France

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  4. Gianluca Baldassarre

    1. Consiglio Nazionale delle Ricerche, Istituto di Scienze e Tecnologie della Cognizione, Laboratory of Computational Embodied Neuroscience, Roma, Italy

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 5499)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: ABiALS 2008.

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Table of contents (18 papers)

  1. Front Matter

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  2. Introduction

    1. From Sensorimotor to Higher-Level Cognitive Processes: An Introduction to Anticipatory Behavior Systems

      • Giovanni Pezzulo, Martin V. Butz, Olivier Sigaud, Gianluca Baldassarre
      Pages 1-9

  3. Anticipation in Psychology: Focus on the Ideomotor View

    1. ABC: A Psychological Theory of Anticipative Behavioral Control

      • Joachim Hoffmann
      Pages 10-30

    2. Anticipative Control of Voluntary Action: Towards a Computational Model

      • Pascal Haazebroek, Bernhard Hommel
      Pages 31-47

  5. Anticipation and Dynamical Systems

    1. The Autopoietic Nature of the “Inner World”

      • Michela Ponticorvo, Domenico Parisi, Orazio Miglino
      Pages 115-131

    2. The Cognitive Body: From Dynamic Modulation to Anticipation

      • Alberto Montebelli, Robert Lowe, Tom Ziemke
      Pages 132-151

  6. Computational Modelling of Psychological Processes in the Individual and Social Domains

    1. A Neurocomputational Model of Anticipation and Sustained Inattentional Blindness in Hierarchies

      • Anthony F. Morse, Robert Lowe, Tom Ziemke
      Pages 152-169

    2. Anticipation of Time Spans: New Data from the Foreperiod Paradigm and the Adaptation of a Computational Model

      • Johannes Lohmann, Oliver Herbort, Annika Wagener, Andrea Kiesel
      Pages 170-187

    3. Collision-Avoidance Characteristics of Grasping

      • Janneke Lommertzen, Eliana Costa e Silva, Raymond H. Cuijpers, Ruud G. J. Meulenbroek
      Pages 188-208

    4. The Role of Anticipation on Cooperation and Coordination in Simulated Prisoner’s Dilemma Game Playing

      • Maurice Grinberg, Emilian Lalev
      Pages 209-228

  7. Behavioral and Cognitive Capabilities Based on Anticipation

    1. A Two-Level Model of Anticipation-Based Motor Learning for Whole Body Motion

      • Camille Salaün, Vincent Padois, Olivier Sigaud
      Pages 229-246

    2. Space Perception through Visuokinesthetic Prediction

      • Wolfram Schenck
      Pages 247-266

    3. Anticipatory Driving for a Robot-Car Based on Supervised Learning

      • Irene Markelić, Tomas Kulviĉius, Minija Tamosiunaite, Florentin Wörgötter
      Pages 267-282

  8. Computational Frameworks and Algorithms for Anticipation, and Their Evaluation

    1. Prediction Time in Anticipatory Systems

      • Birger Johansson, Christian Balkenius
      Pages 283-300

    2. Multiscale Anticipatory Behavior by Hierarchical Reinforcement Learning

      • Matthias Rungger, Hao Ding, Olaf Stursberg
      Pages 301-320

    3. Anticipatory Learning Classifier Systems and Factored Reinforcement Learning

      • Olivier Sigaud, Martin V. Butz, Olga Kozlova, Christophe Meyer
      Pages 321-333

  9. Back Matter

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  1. Anticipatory Behavior in Adaptive Learning Systems

Keywords

About this book

Anticipatory behavior in adaptive learning systems continues attracting 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 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 revisits the current available terminology on anticipatory behavior and relates it to the available system approaches. The papers are organized in topical sections on anticipation in psychology with focus on the ideomotor view, conceptualizations, 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.

Editors and Affiliations

  • Consiglio Nazionale delle Ricerche,Istituto di Linguistica Computazionale “Antonio Zampolli”, Via Giuseppe Moruzzi, 1 - 56124 Pisa, Italy and Consiglio Nazionale delle Ricerche,Istituto di Scienze e Tecnologie della Cognizione, Via San Martino della Ba, Italy

    Giovanni Pezzulo

  • COBOSLAB – Cognitive Bodyspaces: Learning and Behavior, Department of Psychology III, University of Würzburg, Würzburg, Germany

    Martin V. Butz

  • Institut des Systèmes Intelligents et de Robotique (CNRS UMR 7222), Université Pierre et Marie Curie, Paris Cedex 05, France

    Olivier Sigaud

  • Consiglio Nazionale delle Ricerche, Istituto di Scienze e Tecnologie della Cognizione, Laboratory of Computational Embodied Neuroscience, Roma, Italy

    Gianluca Baldassarre

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