The Cognitive Body: from Dynamic Modulation to Anticipation
2003 (English)In: Anticipatory Behavior in Adaptive Learning Systems: Foundations, Theories, and Systems / [ed] Butz, Martin V.; Sigaud, Olivier; Gérard, Pierre, Springer, 2003, 132-151 p.Chapter in book (Refereed)
Starting from the situated and embodied perspective on the study of cognition as a source of inspiration, this paper programmatically outlines a path towards an experimental exploration of the role of the body in a minimal anticipatory cognitive architecture. Cognition is here conceived and synthetically analyzed as a broadly extended and distributed dynamic process emerging from the interplay between a body, a nervous system and their environment. Firstly, we show how a non-neural internal state, crucially characterized by slowly changing dynamics, can modulate the activity of a simple neurocontroller. The result, emergent from the use of a standard evolutionary robotic simulation, is a selforganized, dynamic action selection mechanism, effectively operating in a context dependent way. Secondly, we show how these characteristics can be exploited by a novel minimalist anticipatory cognitive architecture. Rather than a direct causal connection between the anticipation process and the selection of the appropriate behavior, it implements a model for dynamic anticipation that operates via bodily mediation (bodily-anticipation hypothesis). This allows the system to swiftly scale up to more complex tasks never experienced before, achieving flexible and robust behavior with minimal adaptive cost.
Place, publisher, year, edition, pages
Springer, 2003. 132-151 p.
, Lecture Notes in Artificial Intelligence, ISSN 0302-9743 ; 2003:X
Engineering and Technology
IdentifiersURN: urn:nbn:se:liu:diva-77227ISBN: 978-3-540-40429-3OAI: oai:DiVA.org:liu-77227DiVA: diva2:525645