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Asymptotic Fair Division: Chores Are Easier Than Goods

International Joint Conference on Artificial Intelligence (IJCAI), 2025
Main:8 Pages
Bibliography:2 Pages
Abstract

When dividing items among agents, two of the most widely studied fairness notions are envy-freeness and proportionality. We consider a setting where mm chores are allocated to nn agents and the disutility of each chore for each agent is drawn from a probability distribution. We show that an envy-free allocation exists with high probability provided that m2nm \ge 2n, and moreover, mm must be at least n+Θ(n)n+\Theta(n) in order for the existence to hold. On the other hand, we prove that a proportional allocation is likely to exist as long as m=ω(1)m = \omega(1), and this threshold is asymptotically tight. Our results reveal a clear contrast with the allocation of goods, where a larger number of items is necessary to ensure existence for both notions.

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