Intelligence as Adaptive Behavior: An Experiment in Computational Neuroethology eBook

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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.

Intelligence as Adaptive Behavior: An Experiment in Computational Neuroethology and published by Academic Press. The Digital and eTextbook ISBNs for Intelligence as Adaptive Behavior are 9781483288123, 1483288129 and the print ISBNs are 9780120847303, 0120847302. Save up to 80% versus print by going digital with VitalSource.