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Fairness in Cooperating Multi-agent Systems - Using Profit Sharing as an Example

机译：合作多代理系统中的公平性-以利润分享为例

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摘要

Distributing profit in a coalition of multiple cooperating agents [3] is an important issue in both multi-agent and economics society. Proposed in 1953, Shapley value scheme with its elegant axiomatic derivation is essential to solution concepts for profit sharing. However, Shapley value scheme did not cover fairness issues. A new scheme of profit sharing with fairness awareness is proposed in this work. Axioms considering both fairness and efficiency issues are included in the new scheme. An algorithm is constructed for calculation of profit sharing under this new scheme. The existence of a solution existence and other properties of this algorithm are discussed.
机译：在多代理人联盟[3]中分配利润是多代理人和经济学界的重要问题。 Shapley价值方案于1953年提出，其优雅的公理推导对于利润共享的解决方案概念至关重要。但是，夏普利价值计划并未涵盖公平性问题。在这项工作中提出了一种具有公平意识的利润分享新方案。新方案中同时考虑了公平性和效率性问题的公理。在该新方案下，构建了用于计算利润分配的算法。讨论了该解的存在性和该算法的其他性质。

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  • 来源
    《Multi-agent systems for society》|2005年|153-162|共10页
  • 会议地点 Kuala Lumpur(MY);Kuala Lumpur(MY)
  • 作者

    Ming-Chih Hsu; Von-Wun Soo;

  • 作者单位

    Department of Computer Science National Tsing Hua University;

    Department of Computer Science National Tsing Hua University Department of Computer Science and Information Engineering National University of Koahsiung;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 人工智能理论;
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