paratextJul 1, 2022GOLD OA

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence

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Abstract

This paper considers the capacity expansion problem in two-sided matchings, where the policymaker is allowed to allocate some extra seats as well as the standard seats.In medical residency match, each hospital accepts a limited number of doctors.Such capacity constraints are typically given in advance.However, such exogenous constraints can compromise the welfare of the doctors; some popular hospitals inevitably dismiss some of their favorite doctors.Meanwhile, it is often the case that the hospitals are also benefited to accept a few extra doctors.To tackle the problem, we propose an anytime method that the upper confidence tree searches the space of capacity expansions, each of which has a resident-optimal…

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316
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20
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Topics & keywords

Keywords
  • Joint (building)
  • Computer science
  • Artificial intelligence
  • Engineering
  • Architectural engineering
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