Cantitate/Preț
Produs

Anticipatory Behavior in Adaptive Learning Systems

Editat de Martin V. Butz, Olivier Sigaud, Giovanni Pezzulo, Gianluca Baldassarre
en Limba Engleză Paperback – 22 aug 2007
Anticipatory behavior in adaptive learning systems is steadily gaining the - terest of scientists, although many researchers still do not explicitly consider the actual anticipatory capabilities of their systems. Similarly to the previous two workshops, the third workshop on anticipatory behavior in adaptive lea- ing systems (ABiALS 2006) has shown yet again that the similarities between di?erent anticipatory mechanisms in diverse cognitive systems are striking. The discussions and presentations on the workshop day of September 30th, 2006, during the Simulation of Adaptive Behavior Conference (SAB 2006), con?rmed that the investigations into anticipatory cognitive mechanisms for behavior and learning strongly overlap among researchers from various disciplines, including the whole interdisciplinary cognitive science area. Thus, further conceptualizations of anticipatory mechanisms seem man- tory. The introductory chapter of this volume therefore does not only provide an overview of the contributions included in this volume but also proposes a taxonomy of how anticipatory mechanisms can improve adaptive behavior and learning in cognitive systems. During the workshop it became clear that ant- ipations are involved in various cognitive processes that range from individual anticipatory mechanisms to social anticipatory behavior. This book re?ects this structure by ?rst providing neuroscienti?c as well as psychological evidence for anticipatorymechanismsinvolvedinbehavior,learning,language,andcognition. Next,individualpredictivecapabilitiesandanticipatorybehaviorcapabilitiesare investigated. Finally, anticipation relevant in social interaction is studied.
Citește tot Restrânge

Toate formatele și edițiile

Toate formatele și edițiile Preț Express
Paperback (2) 32607 lei  6-8 săpt.
  Springer – 22 aug 2007 32607 lei  6-8 săpt.
  Springer Berlin, Heidelberg – 15 iun 2009 61929 lei  6-8 săpt.

Preț: 32607 lei

Preț vechi: 40759 lei
-20% Nou

Puncte Express: 489

Preț estimativ în valută:
5770 6766$ 5067£

Carte tipărită la comandă

Livrare economică 16 februarie-02 martie

Preluare comenzi: 021 569.72.76

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

Public țintă

Research

Cuprins

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.