Perspectives in Artificial Intelligence: Intelligence as Adaptive Behaviour v. 6

Perspectives in Artificial Intelligence: Intelligence as Adaptive Behaviour v. 6

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Description

The "intelligence" of traditonal artificial intelligence systems is notoriously narrow and inflexible-incapable of adapting t 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 demonstrates that simple, complete intelligent agents are able to cope with complex, dynamic environments-s?ggesting 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.
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Product details

  • Hardback | 240 pages
  • 165 x 241 x 19.05mm | 567g
  • Academic Press Inc
  • San Diego, United States
  • English
  • 0120847302
  • 9780120847303

Review quote

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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Table of contents

Foundations. Biological Background. The Artificial Insect. Locomotion Controller. Lesion Studies. Exploration. Feeding. Behavioral Choice. Discussion. Appendixes: Physical Parameters. Neural Parameters.
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