An Architecture for Trust-Adaptive Agents

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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Bibliographische Detailangaben
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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Beschreibung
Zusammenfassung: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:10.1109/SASOW.2010.37