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arXiv 1604.04728cs.MAcs.AIcs.GT
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基于线性和单调效用函数的Agent协商团队达成一致协议

Reaching Unanimous Agreements Within Agent-Based Negotiation Teams With Linear and Monotonic Utility Functions

Universidad Politécnica de Valencia(瓦伦西亚理工大学)

Victor Sanchez-Anguix, Vicente Julian, Vicente Botti, Ana Garcia-Fornes

摘要:

在这篇文章中,一个基于代理的谈判模型的谈判团队,谈判处理与对手。基于代理的谈判团队是一组代理,它们作为一个单一的谈判方加入,因为它们共享与谈判过程相关的利益。该模型依赖于一个可信的调解人,协调和帮助团队成员在谈判过程中必须采取的决定:哪个报价发送给对手,以及是否接受从对手收到的报价。建议的谈判模型的主要优点是,它保证团队决策的一致性,因为决策报告的效用大于或等于他们的愿望水平,在每一轮谈判的团队成员。这项工作分析了团队内部如何做出一致的决定,以及模型对不同类型操纵的鲁棒性。还进行了实证评估,以研究模型的不同参数的影响。

英文摘要:

In this article, an agent-based negotiation model for negotiation teams that negotiate a deal with an opponent is presented. Agent-based negotiation teams are groups of agents that join together as a single negotiation party because they share an interest that is related to the negotiation process. The model relies on a trusted mediator that coordinates and helps team members in the decisions that they have to take during the negotiation process: which offer is sent to the opponent, and whether the offers received from the opponent are accepted. The main strength of the proposed negotiation model is the fact that it guarantees unanimity within team decisions since decisions report a utility to team members that is greater than or equal to their aspiration levels at each negotiation round. This work analyzes how unanimous decisions are taken within the team and the robustness of the model against different types of manipulations. An empirical evaluation is also performed to study the impact of the different parameters of the model.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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