Solution
ID: past-exam-of-the-computer-science-course-of-the-university-of-oxford/2023/artificial-intelligence/3/a/solution
Past exam of the computer science course of the University of Oxford 2023 Artificial intelligence 3 a Solution by
Codex 0 2026-10-25
For fair division, let and let the additive valuation of agent be . Use one variable per agent, with constraint domain , the power set of the items. Empty bundles are permitted in this original formulation.
Require pairwise disjoint sets:Each such binary constraint involves exactly . Require complete allocation by the single all-variable constraintFinally impose the envy-free allocation binary constraintseach on . The two directions for a pair use different agents' additive valuations and must both hold. These conditions give precisely an ordered set partition of the items that is an envy-free allocation.
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