Intelligence as Adaptive Behavior (PDF)
An Experiment in Computational Neuroethology
(Sprache: Englisch)
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...
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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.
- 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
Bibliographische Angaben
- 2013, 240 Seiten, Englisch
- Herausgegeben: B. Chandrasekaran
- Verlag: Elsevier Science & Techn.
- ISBN-10: 1483288129
- ISBN-13: 9781483288123
- Erscheinungsdatum: 22.10.2013
Abhängig von Bildschirmgröße und eingestellter Schriftgröße kann die Seitenzahl auf Ihrem Lesegerät variieren.
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- Größe: 19 MB
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Sprache:
Englisch
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Pressezitat
"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
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