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Anticipatory Behavior in Adaptive Learning Systems

2004-01-21 Computers
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Release : 2004-01-21
Genre : Computers
Kind : eBook
Book Rating : 025/5 ( reviews)

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Book Synopsis Anticipatory Behavior in Adaptive Learning Systems by : Martin V. Butz

Download or read book Anticipatory Behavior in Adaptive Learning Systems written by Martin V. Butz. This book was released on 2004-01-21. Available in PDF, EPUB and Kindle. Book excerpt: The interdisciplinary topic of anticipation, attracting attention fromnbsp;computer scientists, psychologists, philosophers, neuroscientists, and biologists is a rather new and often misunderstood matter of research. This book attempts to establish anticipation as a research topic and encourage further research and development work. First, the book presents philosophical thoughts and concepts to stimulate the reader's concern about the topic. Fundamental cognitive psychology experiments then confirm the existence of anticipatory behavior in animals and humans and outline a first framework of anticipatory learning and behavior. Next, several distinctions and frameworks of anticipatory processes are discussed, including first implementations of these concepts. Finally, several anticipatory systems and studies on anticipatory behavior are presented.

Anticipatory Behavior in Adaptive Learning Systems

2007-08-22 Computers
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Release : 2007-08-22
Genre : Computers
Kind : eBook
Book Rating : 611/5 ( reviews)

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Book Synopsis Anticipatory Behavior in Adaptive Learning Systems by : Martin V. Butz

Download or read book Anticipatory Behavior in Adaptive Learning Systems written by Martin V. Butz. This book was released on 2007-08-22. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the refereed post-proceedings of the Third International Workshop on Anticipatory Behavior in Adaptive Learning Systems. Twenty full papers were chosen from among the many submissions. Papers are organized into sections covering anticipatory aspects in brains, language, and cognition; individual anticipatory frameworks; learning predictions and anticipations; anticipatory individual behavior; and anticipatory social behavior.

Anticipatory Behavior in Adaptive Learning Systems

2009-06-15 Technology & Engineering
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Release : 2009-06-15
Genre : Technology & Engineering
Kind : eBook
Book Rating : 641/5 ( reviews)

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Book Synopsis Anticipatory Behavior in Adaptive Learning Systems by : Giovanni Pezzulo

Download or read book Anticipatory Behavior in Adaptive Learning Systems written by Giovanni Pezzulo. This book was released on 2009-06-15. Available in PDF, EPUB and Kindle. Book excerpt: Anticipatory behavior in adaptive learning systems continues attracting attention of researchers in many areas, including cognitive systems, neuroscience, psychology, and machine learning. This book constitutes the thoroughly refereed post-workshop proceedings of the 4th International Workshop on Anticipatory Behavior in Adaptive Learning Systems, ABiALS 2008, held in Munich, Germany, in June 2008, in collaboration with the six-monthly Meeting of euCognition 'The Role of Anticipation in Cognition'. The 18 revised full papers presented were carefully selected during two rounds of reviewing and improvement for inclusion in the book. The introductory chapter of this state-of-the-art survey not only provides an overview of the contributions included in this volume but also revisits the current available terminology on anticipatory behavior and relates it to the available system approaches. The papers are organized in topical sections on anticipation in psychology with focus on the ideomotor view, conceptualizations, anticipation and dynamical systems, computational modeling of psychological processes in the individual and social domains, behavioral and cognitive capabilities based on anticipation, and computational frameworks and algorithms for anticipation, and their evaluation.

Anticipatory Behavior in Adaptive Learning Systems

2007-09-19 Computers
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Release : 2007-09-19
Genre : Computers
Kind : eBook
Book Rating : 62X/5 ( reviews)

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Book Synopsis Anticipatory Behavior in Adaptive Learning Systems by : Martin V. Butz

Download or read book Anticipatory Behavior in Adaptive Learning Systems written by Martin V. Butz. This book was released on 2007-09-19. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the refereed post-proceedings of the Third International Workshop on Anticipatory Behavior in Adaptive Learning Systems. Twenty full papers were chosen from among the many submissions. Papers are organized into sections covering anticipatory aspects in brains, language, and cognition; individual anticipatory frameworks; learning predictions and anticipations; anticipatory individual behavior; and anticipatory social behavior.

Anticipatory Learning Classifier Systems

2002-01-31 Computers
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Release : 2002-01-31
Genre : Computers
Kind : eBook
Book Rating : 309/5 ( reviews)

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Book Synopsis Anticipatory Learning Classifier Systems by : Martin V. Butz

Download or read book Anticipatory Learning Classifier Systems written by Martin V. Butz. This book was released on 2002-01-31. Available in PDF, EPUB and Kindle. Book excerpt: Anticipatory Learning Classifier Systems describes the state of the art of anticipatory learning classifier systems-adaptive rule learning systems that autonomously build anticipatory environmental models. An anticipatory model specifies all possible action-effects in an environment with respect to given situations. It can be used to simulate anticipatory adaptive behavior. Anticipatory Learning Classifier Systems highlights how anticipations influence cognitive systems and illustrates the use of anticipations for (1) faster reactivity, (2) adaptive behavior beyond reinforcement learning, (3) attentional mechanisms, (4) simulation of other agents and (5) the implementation of a motivational module. The book focuses on a particular evolutionary model learning mechanism, a combination of a directed specializing mechanism and a genetic generalizing mechanism. Experiments show that anticipatory adaptive behavior can be simulated by exploiting the evolving anticipatory model for even faster model learning, planning applications, and adaptive behavior beyond reinforcement learning. Anticipatory Learning Classifier Systems gives a detailed algorithmic description as well as a program documentation of a C++ implementation of the system.

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