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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.

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.

github.com

Join the world's most widely adopted, AI-powered developer platform where millions of developers, businesses, and the largest open source community build software that advances humanity.

dagstuhl.de

Schloss Dagstuhl - Leibniz-Zentrum für Informatik

mila.quebec

This report describes Mila's AI adoption activities in 2021-2022 as part of the pan-Canadian AI strategy.

kaggle.com

Discover what actually works in AI. Join millions of builders, researchers, and labs evaluating agents, models, and frontier technology through crowdsourced benchmarks, competitions, and hackathons.

coursera.org

Earn a university-issued certificate from a top university. Gain the relevant skills and build unique portfolio that attract attention from recruiters and hiring managers. Learn online and earn valuable credentials from top universities like the University of Chicago and Rutgers University.

perimeterinstitute.ca

from quarks to black holes & beyond, explore free physics lectures, seminars, & courses for teachers & students from high school to post university.

lis-lab.fr

LIS Laboratoire recherche informatique automatique systèmes Marseille UMR CNRS AMU UTLN