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Decision-Focused Evaluation: Analyzing Performance of Deployed Restless Multi-Arm Bandits
Restless multi-arm bandits (RMABs) is a popular decision-theoretic framework that has been used to model real-world sequential decision making problems in public health, wildlife conservation, communication systems, and beyond.
Existence and Computation of Maximin Fair Allocations Under Matroid-Rank Valuations
We study fair and economically efficient allocation of indivisible goods among agents whose valuations are rank functions of matroids.
Computer Science and Game Theory
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