Read e-book online 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 parts, together with cognitive structures, neuroscience, psychology, and laptop learning.

This e-book constitutes the completely refereed post-workshop court cases of the 4th foreign 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 function of Anticipation in Cognition'.

The 18 revised complete papers provided have been rigorously chosen in the course of rounds of reviewing and development for inclusion within the ebook. The introductory bankruptcy of this state of the art survey not just offers an outline of the contributions incorporated during this quantity but in addition discusses the present numerous terminology hired within the box and relates it to many of the process ways. The papers are prepared in topical sections on anticipation in psychology with a spotlight at the ideomotor view; theoretical and assessment contributions; anticipation and dynamical platforms; computational modeling of mental techniques within the person and social domain names; behavioral and cognitive features in keeping with anticipation; and computational frameworks and algorithms for anticipation, and their evaluation.

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

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The neural and behavioral organization of goal-directed movements. Clarendon Press (1988) 34. : The inverse problem in cognitve, perceptual and proprioceptive control of sensorimotor behaviour: Towards a biologically plausible model of the control of aiming movements. International Journal of Sport and Exercise 2, 255–273 (2004) 35. : Internal models for motor control and trajectory planning. Current Opinion in Neurobiology 9, 718–727 (1999) 36. : Variable action effects: Response control by contextspecific effect anticipations.

In such a structure, learning would refer to a continuous and simultaneous adjustment of the distributed inverse models: On each level the conversion of desired and perceived values into desired values for the next subordinated level would have to be adjusted, so that finally the emergence of an exteroceptive anticipation (an aspired goal state in the environment) automatically prompts the body to move in a way that brings the anticipated effects about. The proposed structure of distributed feedback loops or adaptive inverse models, which are related among each other by sub- and super-ordinations, is still rather speculative and is subject to future exploration.

Hoffmann 54. : The mathematical theory of communication. The University of Illinois Press, Urbana (1949) 55. : Auditory S-R compatibility: The effect of an irrelevant cue on information processing. Journal of Applied Psychology 51, 300–304 (1967) 56. : A short history of ideo-motor action. Psychological Research 68, 176–188 (2004) 57. : Intentional fixation of behavioral learning or how R-E learning blocks S-R learning. European Journal of Cognitive Psychology 14, 127–153 (2002) 58. : Animal intelligence.

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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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