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

By Martin V. Butz, Olivier Sigaud, Pierre Gérard

The interdisciplinary subject of anticipation, attracting consciousness from laptop scientists, psychologists, philosophers, neuroscientists, and biologists is a slightly new and infrequently misunderstood topic of analysis. This booklet makes an attempt to set up anticipation as a study subject and inspire extra examine and improvement paintings.

First, the booklet offers philosophical techniques and ideas to stimulate the reader's obstacle in regards to the subject. basic cognitive psychology experiments then determine the lifestyles of anticipatory habit in animals and people and description a primary framework of anticipatory studying and behaviour. subsequent, a number of differences and frameworks of anticipatory procedures are mentioned, together with first implementations of those thoughts. eventually, a number of anticipatory platforms and reviews on anticipatory habit are awarded.

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

Sample text

If we want to understand how learning is expressed in the form of anticipation, we need to be able to describe what partakes in the “forecast” leading to anticipatory behavior. The hypotheses to entertain are obvious: Anticipation might be associated with conditioning through previous responses—we do not put our hands into fire in order to find out that they can get burned. Anticipation might result from learning experiences. Or, not to be too hastily discarded, even after accounting for Elsasser’s [10] storage-free memory model (based on Bergson’s [40] considerations of memory), anticipation might be embryonically predefined and influenced by the subsequent dynamics of the organism unfolding in a given environment.

What follows from the arguments in this paper is that the “generator” of anticipations is buried in layers inaccessible for the conscious experience. While we can a posteriori reflect upon these anticipations we don’t produce them in the first place. Whether this restricts volition and free will depends on whether the “spectator consciousness” has a Sjölanderian selection and/or Libetian veto option that prevent us from becoming marionettes in the sense of Huxley. References Ashby, W. R. (1956) An introduction to cybernetics.

Anticipation is the result of a variety of processes. We are in anticipation. As an outcome, anticipation is expressed through consequences: increased performance—an anticipated tennis serve is returned; danger—such as a passing car—is avoided; an opportunity—in the stock market, for instance—is used to advantage. Implicit in the functioning of the living, anticipatory processes result in the proactive dimension of life. This is where identity originates. Anticipatory processes are defined in contrast to reaction.

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