An Agent Model Integrating an Adaptive Model for Environmental Dynamics

J. Treur, M. Umair

Research output: Contribution to JournalArticleAcademicpeer-review

Abstract

The environments in which agents are used often may be described by dynamical models, e.g., in the form of a set of differential equations. In this paper, an agent model is proposed that can perform model-based reasoning about the environment, based on a numerical (dynamical system) model of the environment. Moreover, it does so in an adaptive manner by adjusting the parameter values in the environment model that represent believed environmental characteristics, thus, adapting these beliefs to the real characteristics of the environment. Copyright © 2011 Inderscience Enterprises Ltd.
LanguageEnglish
Pages201-228
Number of pages28
JournalInternational Journal of Intelligent Information and Database Systems
Volume5
DOIs
Publication statusPublished - 2011

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Dynamical systems
Differential equations

Cite this

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abstract = "The environments in which agents are used often may be described by dynamical models, e.g., in the form of a set of differential equations. In this paper, an agent model is proposed that can perform model-based reasoning about the environment, based on a numerical (dynamical system) model of the environment. Moreover, it does so in an adaptive manner by adjusting the parameter values in the environment model that represent believed environmental characteristics, thus, adapting these beliefs to the real characteristics of the environment. Copyright {\circledC} 2011 Inderscience Enterprises Ltd.",
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An Agent Model Integrating an Adaptive Model for Environmental Dynamics. / Treur, J.; Umair, M.

In: International Journal of Intelligent Information and Database Systems, Vol. 5, 2011, p. 201-228.

Research output: Contribution to JournalArticleAcademicpeer-review

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