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 chores are allocated to 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 , and moreover, must be at least in order for the existence to hold. On the other hand, we prove that a proportional allocation is likely to exist as long as , 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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