Making Intelligent Systems Adaptive

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Citation: Barbara Hayes-Roth. (1988) Making Intelligent Systems Adaptive. In KSL-88-64, September,1988.

Publication techreport ( Edit )
type Technical Report
bibtype techreport
Bibtex basics
author Barbara Hayes-Roth
title Making Intelligent Systems Adaptive
number KSL-88-64
institution Knowledge Systems, AI Laboratory
year 1988
month September
Bibtex more
note 24 pages.
Access Paper
abstract Contemporary intelligent systems are isolated problem-solvers. They accept particular classes of problems, reason about them, perhaps request additional information, and eventually produce solutions. By contrast, human beings and other intelligent animals continuously adapt to the demands and opportunities presented by a dynamic environment. Adaption plays a critical role in everyday behaviors, such as conducting a conversation, as well as in sophisticated professional behaviors, such as monitoring critically ill medical patients. To make intelligent systems similarly adaptive, we must augment their reasoning capabilities with capabilities for perception and action. Equally important, we must endow them with an attentional mechanism to allocate their limited computational resources among competing perceptions, actions, and cognitions, in real time. In this paper, we discuss functional objectives for "adaptive intelligent systems," an architecture designed to achieve those objectives, and our continuing study of these objectives and architecture in the context of particular tasks.

KSL Technical Report ID: KSL-88-64
Facts about Making Intelligent Systems AdaptiveRDF feed
Abstract Contemporary intelligent systems are isola … Contemporary intelligent systems are isolated problem-solvers. They accept particular classes of problems, reason about them, perhaps request additional information, and eventually produce solutions. By contrast, human beings and other intelligent animals continuously adapt to the demands and opportunities presented by a dynamic environment. Adaption plays a critical role in everyday behaviors, such as conducting a conversation, as well as in sophisticated professional behaviors, such as monitoring critically ill medical patients. To make intelligent systems similarly adaptive, we must augment their reasoning capabilities with capabilities for perception and action. Equally important, we must endow them with an attentional mechanism to allocate their limited computational resources among competing perceptions, actions, and cognitions, in real time. In this paper, we discuss functional objectives for "adaptive intelligent systems," an architecture designed to achieve those objectives, and our continuing study of these objectives and architecture in the context of particular tasks. ecture in the context of particular tasks.
Author Barbara Hayes-Roth  +
Bibtype techreport  +
Has author Barbara Hayes-Roth  +
Has identifier KSL-88-64  +
Has publishing details September,1988  +
Has title Making Intelligent Systems Adaptive  +
Has where published KSL-88-64  +
Has year 1988  +
Institution Knowledge Systems, AI Laboratory  +
Ksl tr id KSL-88-64  +
Month September  +
Note 24 pages.
Number KSL-88-64  +
Process note YES  +
Title Making Intelligent Systems Adaptive  +
Year 1988  +
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