Giovanni Pezzulo, Martin V. Butz, Olivier Sigaud, Gianluca's Anticipatory Behavior in Adaptive Learning Systems: From PDF

By Giovanni Pezzulo, Martin V. Butz, Olivier Sigaud, Gianluca Baldassarre

ISBN-10: 364202565X

ISBN-13: 9783642025655

Anticipatory habit in adaptive studying platforms keeps to draw the eye of researchers in lots of components, together with cognitive platforms, neuroscience, psychology, and computing device learning.

This booklet constitutes the completely refereed post-workshop court cases of the 4th overseas Workshop on Anticipatory habit in Adaptive studying platforms, ABiALS 2008, held in Munich, Germany, in June 2008, in collaboration with fifth the six-monthly assembly of euCognition, 'The position of Anticipation in Cognition'.

The 18 revised complete papers offered have been conscientiously chosen in the course of rounds of reviewing and development for inclusion within the ebook. The introductory bankruptcy of this cutting-edge survey not just presents an summary of the contributions incorporated during this quantity but additionally discusses the present a variety of terminology hired within the box and relates it to a few of the approach methods. The papers are equipped in topical sections on anticipation in psychology with a spotlight at the ideomotor view; theoretical and evaluate contributions; anticipation and dynamical structures; computational modeling of mental procedures within the person and social domain names; behavioral and cognitive features in response to anticipation; and computational frameworks and algorithms for anticipation, and their evaluation.

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Extra info for Anticipatory Behavior in Adaptive Learning Systems: From Psychological Theories to Artificial Cognitive Systems

Sample text

It is important to note that in SURE REACH the mappings of desired hand locations into possible arm postures as well as the mappings of pairs of startand goal postures into appropriate motor commands, which move the arm from the start to the goal, are learned from scratch by completely unsupervised learning mechanisms. In other words, SURE REACH completely autonomously develops structures for the control of goal oriented arm movements by merely monitoring covariations between “visually” represented hand positions and proprioceptively represented arm postures on the one hand and proprioceptively represented changes of arm postures and motor commands on the other hand.

In other words, integrating movements and their sensory consequences provides a knowledge base that allows for selecting actions according to their anticipated outcomes—for anticipative action control that is. After a flowering period in the second half of the 19th century ideomotor approaches were effectively eliminated from the scientific stage (Prinz, 1987; Stock & Stock, 2004). , Thorndike, 1913). Starting with an early resurrectional attempt by Greenwald (1970), ideomotor ideas have recently regained scientific credibility and explanatory power however.

Instrumental conditioning. In: Mackintosh, N. ) Animal learning and cognition, pp. 45–79. Academic Press, San Diego (1994) 11. : Effect anticipation and action control. Journal of Experimental Psychology: Human Perception and Performance 27, 229–240 (2001) 12. : Contiguity and contingency in action-effect learning. Psychological Research 68, 138–154 (2004) 13. : The Ecological Approach to Visual Perception. Lawrence Erlbaum Associates, Mahwah (1979) 28 J. Hoffmann 14. : Sensory feedback mechanisms in performance control: with special reference to the ideo-motor mechanism.

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Anticipatory Behavior in Adaptive Learning Systems: From Psychological Theories to Artificial Cognitive Systems by Giovanni Pezzulo, Martin V. Butz, Olivier Sigaud, Gianluca Baldassarre

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