An Architecture for Trust-Adaptive Agents

This paper describes a generic architecture for agents that allows agents to adapt to dynamic environments by using a trust mechanism in conjunction with machine learning. Central parts of the architecture are an Observer/Controller loop and a trust aggregation mechanism. It is shown how this propos...

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Hauptverfasser:	Klejnowski, L, Bernard, Y, Hahner, Jörg, Müller-Schloer, Christian
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Adaptation Adaptation model Agent architecture Communities Computational modeling Computer architecture Cooperative systems Desktop grid Engines Grid Computing Multi-agent system Observers Organic Computing Production Trust
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creator	Klejnowski, L Bernard, Y Hahner, Jörg Müller-Schloer, Christian
description	This paper describes a generic architecture for agents that allows agents to adapt to dynamic environments by using a trust mechanism in conjunction with machine learning. Central parts of the architecture are an Observer/Controller loop and a trust aggregation mechanism. It is shown how this proposed architecture can be applied to agents that act on behalf of a user in a decentralised desktop grid computing system. Furthermore, first results of an evaluation in this scenario are discussed.
doi_str_mv	10.1109/SASOW.2010.37
format	Conference Proceeding
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subjects	Adaptation Adaptation model Agent architecture Communities Computational modeling Computer architecture Cooperative systems Desktop grid Engines Grid Computing Multi-agent system Observers Organic Computing Production Trust
title	An Architecture for Trust-Adaptive Agents
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