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

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

ISBN-10: 364202565X

ISBN-13: 9783642025655

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

This e-book 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 booklet. The introductory bankruptcy of this cutting-edge survey not just presents an outline of the contributions integrated during this quantity but additionally discusses the present a variety of terminology hired within the box and relates it to many of the procedure techniques. 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 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 info for Anticipatory Behavior in Adaptive Learning Systems: From Psychological Theories to Artificial Cognitive Systems

Example text

Figure 7). Experiments by Kunde [40] had shown that reaction times increase with the duration of the effect tone the currently required response produces. Figure 8 shows this finding. Thus, if the velocity of the ball-move would indeed be anticipated, the responses should be somewhat delayed when a slow movement is ABC: A Psychological Theory of Anticipative Behavioral Control 21 to be expected compared to when a fast movement is to be expected. Exactly this result was found (see the right graph of Figure 8): When the context indicated a slow movement, reaction times were consistently increased in comparison to when the context indicated a fast movement of the ball.

The framework is based on the following assumptions (cf. Figure 9): Fig. 9. Illustration of the ABC framework: The acquisition of anticipative structures for the control of voluntary behavior 1. A voluntary action is defined as performing an act to attain some desired outcome or effect. Thus, a desired outcome, as general and imprecise as it might be specified in the first place, has to be represented in some way before a voluntary action can be performed. Consequently, it is supposed that any voluntary act is preceded by corresponding effect anticipations.

Still, a lot has to be filled in by on line information. , visual object location), see Hommel (in press). 3 Action Monitoring The anticipated action effects are a trigger for action selection, but also form an expectation of the perceptual outcome of the action. Differences between this expectation and reality lead to adjusting the action on a lower sensorimotor level than is currently modeled in HiTEC. What matters now, is that the feature codes are interacting with the sensory codes, making sure that the generated perception is within the set parameters, as determined by the expected action outcome.

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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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