Decision Making Model for Intelligent Agent in Automated Negotiation

Decision Making Model for Intelligent Agent in Automated Negotiation
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自动协商中智能代理的决策模型

DOI:
10.4304/jsw.6.8.1537-1544
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发表时间:
2011-01
期刊:
Journal of Software
影响因子:
--
通讯作者:
Mu Kun Cao
Mu Kun Cao
中科院分区:
其他
文献类型:
--
作者:
Mu Kun Cao

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传统的自动谈判研究主要集中在谈判协议和谈判策略上,但它们不能满足实现一个实用的自动谈判系统的所有要求。针对Agent的独立决策过程,形式化地定义了自动协商的抽象概念模型,该模型由协商环境、协商过程和协商Agent 3个子概念模型组成;基于该概念模型设计了支持目标导向推理和反应式响应的协商Agent体系结构;提出了决策模型的运行算法。最后,为了说明,该模型被应用到一个示例性的飞机采购谈判过程。自动谈判,代理,多代理系统,信念-愿望-意图模型
Traditional research in automated negotiation is focused on negotiation protocol and strategy, but they cannot satisfy all the requirements for realizing a practical automated negotiation system. This paper focuses on agent's independent decision-making process; formally defines automated negotiation's abstract concept model, which is made up of three sub-concept models, they are negotiation environment, negotiation process and negotiating agent; designs negotiating agent's architecture based on the concept model, which can support both goal-directed reasoning and reactive response; proposes an algorithm for running the decision making model. Finally, for illustration, the model is applied to an exemplified negotiation process for aircraft purchasing. Index Terms—Automated negotiation, agent, multi-agent system, belief-desire-intention model
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