Anticipatory Behavior in Adaptive Learning Systems: by Martin V. Butz, Olivier Sigaud, Pierre Gérard PDF

By Martin V. Butz, Olivier Sigaud, Pierre Gérard

ISBN-10: 3540404295

ISBN-13: 9783540404293

The interdisciplinary subject of anticipation, attracting cognizance from machine scientists, psychologists, philosophers, neuroscientists, and biologists is a slightly new and infrequently misunderstood topic of analysis. This e-book makes an attempt to set up anticipation as a examine subject and inspire additional study and improvement paintings.

First, the publication provides philosophical concepts and ideas to stimulate the reader's quandary concerning the subject. basic cognitive psychology experiments then ensure the lifestyles of anticipatory habit in animals and people and description a primary framework of anticipatory studying and behaviour. subsequent, numerous differences and frameworks of anticipatory methods are mentioned, together with first implementations of those innovations. eventually, numerous anticipatory platforms and experiences on anticipatory habit are provided.

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Additional resources for Anticipatory Behavior in Adaptive Learning Systems: Foundations, Theories, and Systems

Sample text

I mean a machine that will be able to read Shakespeare, grease a car, play office politics, tell a joke, have a fight. At that point, the machine will begin to educate itself with fantastic speed. In a few months, it will be at genius level, and a few months after that, its power will be incalculable. Here we experience the fundamental need to overcome the bizarre Cartesian optimism embodied in the cult of the machine and to realize the complementary nature of reaction and anticipation. A self-learning machine (“the machine will begin to educate itself with fantastic speed”) is as far from us today as is a good theory of learning that incorporates reactive and anticipatory mechanisms!

The evidence presented in this paper speaks in favor of the latter. As our cognitive space forms a hierarchy of interdependent elements, any anticipation we develop is also necessarily subject to canalizations. This is what I referred to as “being firmly rooted in the system rather than being dependent on (deliberately) built internal models” (Riegler 2001a). What follows from the arguments in this paper is that the “generator” of anticipations is buried in layers inaccessible for the conscious experience.

Experimental Brain Research 126: 128–133. , Schwegler, H. & Stadler, M. (1998) Die funktionale Rolle des bewußt Erlebten. [The functional role of conscious experience]. Gestalt Theory 20: 186–213. html Jaynes, J. (1976) The origin of consciousness in the breakdown of the bicameral mind. Boston: Houghton Mifflin. Jaynes, J. (1986) Consciousness and the voices of the mind. Canadian Psychology 27(2): 128– 148. pdf Keller, J. & Heckhausen, H. (1990) Readiness potentials preceding spontaneous motor acts: Voluntary vs.

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Anticipatory Behavior in Adaptive Learning Systems: Foundations, Theories, and Systems by Martin V. Butz, Olivier Sigaud, Pierre Gérard

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