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ict.cas.cn

,中国科学院计算技术研究所,中国科学院

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.

researchgate.net

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dl.acm.org

acm digital library home page

scholar.google.com

google scholar provides a simple way to broadly search for scholarly literature. search across a wide variety of disciplines and sources: articles, theses, books, abstracts and court opinions.

sipi.usc.edu

electrical engineers at usc lead the way in fields such as machine learning, brain imaging, quantum technology, and speech and language processing.

redwood.berkeley.edu

We would like to announce that Denis Kleyko, a computer scientist hailing from Luleå University of Technology, has joined the Redwood Center to study cognitive computation and Vector Symbolic Architectures. Denis moved to Berkeley this past January and will be with us for at least the next two years on a prestigious Marie Curie Fellowship […]