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- W4300483766 abstract "Team formation is a core problem in AI. Remarkably, little prior work has addressed the problem of mechanism design for team formation, accounting for the need to elicit agents' preferences over potential teammates. Coalition formation in the related hedonic games has received much attention, but only from the perspective of coalition stability, with little emphasis on the mechanism design objectives of true preference elicitation, social welfare, and equity. We present the first formal mechanism design framework for team formation, building on recent combinatorial matching market design literature. We exhibit four mechanisms for this problem, two novel, two simple extensions of known mechanisms from other domains. Two of these (one new, one known) have desirable theoretical properties. However, we use extensive experiments to show our second novel mechanism, despite having no theoretical guarantees, empirically achieves good incentive compatibility, welfare, and fairness." @default.
- W4300483766 created "2022-10-03" @default.
- W4300483766 creator A5032253953 @default.
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- W4300483766 date "2015-01-04" @default.
- W4300483766 modified "2023-09-30" @default.
- W4300483766 title "Mechanism Design for Team Formation" @default.
- W4300483766 doi "https://doi.org/10.48550/arxiv.1501.00715" @default.
- W4300483766 hasPublicationYear "2015" @default.
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