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多 Agent 自动谈判情感决策模型研究

         

摘要

在基于多Agent的自动谈判中,谈判Agent往往采取一个相对固定的策略,使得Agent对动态变化的谈判环境缺乏适应性。根据情感理论的研究成果,本文提出建立情感决策模型来提高Agent的智能程度和适应性。在对谈判Agent情感决策过程进行分析后,建立了一般情况下的情感产生模型和决策模型,并通过在单属性自动谈判环境下,运用具体的情感决策模型和实际数据进行试验,实证了数据模型的有效性。本文的研究成果,可以应用到各种形式的基于多Agent的自动谈判中。%During the negotiation process of automated negotiation based on intelligent agent , the anegotiation agent usully adopts a fixed negotiation strategy , which limited its adaptability in the complex negotiation environment . Based on achievement of emotion theory research , we point out an emotional decision model to improve the degree of intelligence and adaptability of the agent .First, we analyse the emotional decision process of the agent in an au -tomated negotiation , then propose an emotional generation model and emotional decision model in general .Taking single attribute negotiation as an example , we establish a concrete emotional decision model of the negotiation a-gent .In comparison with non-emotional model , it shows that our emotional decision model can get better result . The results of this research can be applied to various forms of automatic negotiation based on multi -agent .

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