agent在线协商的计算模型

Pu Huang, K. Sycara
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引用次数: 72

摘要

基于代理的在线协商技术具有从根本上改变电子商务运行方式的潜力。我们提出了一个在互联网上进行自主代理协商的形式化模型。在我们的模型中,谈判过程是由参与代理的内部信念驱动的。我们通过经验确定了一组信念更新方法的相对强度,并展示了智能体如何通过调整一些关键参数来改变其行为。我们模型的优点是灵活且易于实现。要表现出不同的“个性”,只需要给代理人插入合适的“主观信念”。我们的结果为如何选择这些信念以及应该分配哪些相关参数值提供了指导性参考。
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A computational model for online agent negotiation
Agent-based online negotiation technology has the potential to radically change the way e-business is conducted. We present a formal model for autonomous agents to negotiate on the Internet. In our model, the negotiation process is driven by the internal beliefs of participating agents. We empirically identify the relative strength of a group of belief updating methods and show how an agent can change its behavior by adjusting some critical parameters. The advantage of our model is that it is flexible and easy to implement. To show different "personalities", one only needs to plug in suitable "subjective beliefs" to one's agents. Our results provide directive reference on how these beliefs should be chosen and what values of the related parameters should be assigned.
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