An investigation of the long-term impact of knowledge sharing on multi-agent systems

An investigation of the long-term impact of knowledge sharing on multi-agent systems

Knowledge sharing is crucial to improve the performance of computationally limited agents with limited knowledge. In this paper, we investigate the long-term impact of knowledge sharing on the overall performance of a multi-agent system. In particular, we study the diffusion of knowledge by introduc...

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Bibliographische Detailangaben
1. Verfasser: Winoto, P.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Intelligent agent
Multiagent systems
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Beschreibung
Zusammenfassung:Knowledge sharing is crucial to improve the performance of computationally limited agents with limited knowledge. In this paper, we investigate the long-term impact of knowledge sharing on the overall performance of a multi-agent system. In particular, we study the diffusion of knowledge by introducing a formal model. We also analyze the long run equilibrium of it through simulations.
DOI:10.1109/IAT.2003.1241106