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Intelligence as Adaptive Behaviour: An Experiment in Computational Neuroethology (Perspectives in Artificial Intelligence) - Hardcover
Synopsis
The "intelligence" of traditional artificial intelligence systems is notoriously narrow and inflexible--incapable of adapting to the constantly changing circumstances of the real world. Although traditional artificial intelligence systems can be successful in narrowly prescribed domains, they are inappropriate for dynamic, complex domains, such as autonomous robot navigation.**This book proposes an alternative methodology for designing intelligent systems based on a model of intelligence as adaptive behavior. The author describes an experiment in computational neuroethology--the computer modeling of neuronal control of behavior--in which the nervous system for an artificial insect is modeled. The experiment demonstrates that simple, complete intelligent agents are able to cope with complex, dynamic environments--suggesting that adaptive models of intelligence, based on biological bases of adaptive behavior, may prove to be very useful in the design of intelligent, autonomous systems.
Key Features
* Provides a lucid critique of traditional artificial intelligence research programs
* Presents new methodology for the construction autonomous agents, which has implications for mobile robotics
* Of interest to researchers in a variety of fields: artificial intelligence, neural networks, robotics, cognitive science, and neuroscience
"synopsis" may belong to another edition of this title.
Review
The book provides one of the most detailed accounts of an adaptive system which I have seen and one which should be read...Enlightening for those concerned with seeing how neural systems can be effectively modelled.
--INTERNATIONAL JOURNAL OF HUMAN–COMPUTER STUDIES
"About this title" may belong to another edition of this title.
- PublisherAcademic Press
- Publication date1990
- ISBN 10 0120847302
- ISBN 13 9780120847303
- BindingHardcover
- LanguageEnglish
- Edition number1
- Number of pages240
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Intelligence as Adaptive Behaviour: An Experiment in Computational Neuroethology (Perspectives in Artificial Intelligence)
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Intelligence as Adaptive Behaviour: An Experiment in Computational Neuroethology
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Intelligence as Adaptive Behavior : An Experiment in Computational Neuroethology
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Elsevier Science & Technology, 1990
ISBN 10: 0120847302
ISBN 13: 9780120847303
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Intelligence as Adaptive Behaviour: An Experiment in Computatinal Neuroethology
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