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Anticipatory Behavior in Adaptive Learning Systems

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Produktnummer: 1859a9a330880c4e9fb8fe5c2efe851f10
Themengebiete: Animat control system Navigation adaptive learning alife anticipation artificial life autonomous agents cognitive modeling collective behavior decision-making
Veröffentlichungsdatum: 22.08.2007
EAN: 9783540742616
Sprache: Englisch
Seitenzahl: 382
Produktart: Kartoniert / Broschiert
Herausgeber: Baldassarre, Gianluca Butz, Martin V. Pezzulo, Giovanni Sigaud, Olivier
Verlag: Springer Berlin
Untertitel: From Brains to Individual and Social Behavior
Produktinformationen "Anticipatory Behavior in Adaptive Learning Systems"
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.

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