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aideadlin.es

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arxiv.org

A system of non-tradable credits that flow between individuals like karma, hence proposed under that name, is a mechanism for repeated resource allocation that comes with attractive efficiency and fairness properties, in theory. In this study, we test karma in an online experiment in which human subjects repeatedly compete for a resource with time-varying and stochastic individual preferences or urgency to acquire the resource. We confirm that karma has significant and sustained welfare benefits even in a population with no prior training. We identify mechanism usage in contexts with sporadic high urgency, more so than with frequent moderate urgency, and implemented as a simple (binary) karma bidding scheme as particularly effective for welfare improvements: relatively larger aggregate efficiency gains are realized that are (almost) Pareto superior. These findings provide guidance for further testing and for future implementation plans of such mechanisms in the real world.

ccf.org.cn

中国计算机学会（ccf）成立于1962年，全国性学会，独立社团法人，中国科学技术协会成员。ccf是中国计算机及相关领域的学术团体，宗旨是为本领域专业人士的学术和职业发展提供服务；推动学术进步和技术成果的应用；进行学术评价，引领学术方向；促进技术和产业应用一线的交流和互动；对在学术和技术方面有突出成就的个人、企业和单位给予认可和表彰。

overleaf.com

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ieeexplore.ieee.org

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dl.acm.org

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openreview.net

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github.com

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