Anticipatory Behavior in Adaptive Learning Systems
Editat de Martin V. Butz, Olivier Sigaud, Giovanni Pezzulo, Gianluca Baldassarreen Limba Engleză Paperback – 22 aug 2007
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Specificații
ISBN-13: 9783540742616
ISBN-10: 3540742611
Pagini: 396
Ilustrații: X, 382 p.
Dimensiuni: 155 x 235 x 22 mm
Greutate: 0.6 kg
Ediția:2007
Editura: Springer
Locul publicării:Berlin, Heidelberg, Germany
ISBN-10: 3540742611
Pagini: 396
Ilustrații: X, 382 p.
Dimensiuni: 155 x 235 x 22 mm
Greutate: 0.6 kg
Ediția:2007
Editura: Springer
Locul publicării:Berlin, Heidelberg, Germany
Public țintă
ResearchCuprins
Anticipations, Brains, Individual and Social Behavior: An Introduction to Anticipatory Systems.- Anticipatory Aspects in Brains, Language, and Cognition.- Neural Correlates of Anticipation in Cerebellum, Basal Ganglia, and Hippocampus.- The Role of Anticipation in the Emergence of Language.- Superstition in the Machine.- Individual Anticipatory Frameworks.- From Actions to Goals and Vice-Versa: Theoretical Analysis and Models of the Ideomotor Principle and TOTE.- Project “Animat Brain”: Designing the Animat Control System on the Basis of the Functional Systems Theory.- Cognitively Inspired Anticipatory Adaptation and Associated Learning Mechanisms for Autonomous Agents.- Schema-Based Design and the AKIRA Schema Language: An Overview.- Learning Predictions and Anticipations.- Training and Application of a Visual Forward Model for a Robot Camera Head.- A Distributed Computational Model of Spatial Memory Anticipation During a Visual Search Task.- A Testbed for Neural-Network Models Capable of Integrating Information in Time.- Construction of an Internal Predictive Model by Event Anticipation.- Anticipatory Individual Behavior.- The Interplay of Analogy-Making with Active Vision and Motor Control in Anticipatory Robots.- An Intrinsic Neuromodulation Model for Realizing Anticipatory Behavior in Reaching Movement under Unexperienced Force Fields.- Anticipating Rewards in Continuous Time and Space: A Case Study in Developmental Robotics.- Anticipatory Model of Musical Style Imitation Using Collaborative and Competitive Reinforcement Learning.- Anticipatory Social Behavior.- An Anticipatory Trust Model for Open Distributed Systems.- Anticipatory Alignment Mechanisms for Behavioral Learning in Multi Agent Systems.- Backward vs. Forward-Oriented Decision Making in theIterated Prisoner’s Dilemma: A Comparison Between Two Connectionist Models.- An Experimental Study of Anticipation in Simple Robot Navigation.
Textul de pe ultima copertă
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.
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.