An agent model integrating an adaptive model for environmental dynamics

Authors:
Jan Treur;Muhammad Umair
Affiliations:
Department of Artificial Intelligence, VU University Amsterdam, De Boelelaan 1081, 1081 HV Amsterdam, The Netherlands.;Department of Artificial Intelligence, VU University Amsterdam, De Boelelaan 1081, 1081 HV Amsterdam, The Netherlands/ COMSATS Institute of Information Technology, M.A. Jinnah Building Defence Roa ...
Venue:
International Journal of Intelligent Information and Database Systems
Year:
2011

Citing 3
Cited 0

Simulation and formal analysis of visual attention

Web Intelligence and Agent Systems
An Ecological Model-Based Reasoning Model to Support Nature Park Managers

IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
Integrated decision support for sustainable forest management in the United States: Fact or fiction?

Computers and Electronics in Agriculture

Quantified Score

Hi-index	0.03

Visualization

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.