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自动化学报 2008
A Task Oriented Coalition Formation Strategy Based on Rational Agents
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Abstract:
Coalition formation is a key topic in multi-agent systems.It mainly deals with the coalition's utility distri- bution among agents according to their preferences.Existing strategies have an inextricable free-rider problem,which can not clearly distinguish each agent's contribution and may result in coalition's potential instability.In order to tackle the short- age above,a novel coalition formation strategy based on ratio- nai agents is presented,which is restricted by the principle of impartial distribution and non-jealous standard,and improves the justice of allocation for additional utility.In superadditive task oriented domains,the proposed strategy can reach a global- optimal coalition,which is stable with Nash equilibrium.