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06/19/2022
Guarantees for Epsilon-Greedy Reinforcement Learning with Function Approximation
Myopic exploration policies such as epsilon-greedy, softmax, or Gaussian...
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02/12/2022
Stochastic Strategic Patient Buyers: Revenue maximization using posted prices
We consider a seller faced with buyers which have the ability to delay t...
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02/11/2022
A Characterization of Semi-Supervised Adversarially-Robust PAC Learnability
We study the problem of semi-supervised learning of an adversarially-rob...
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10/04/2020
Kidney exchange and endless paths: On the optimal use of an altruistic donor
We consider a well-studied online random graph model for kidney exchange...
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08/21/2020
Beyond Individual and Group Fairness
We present a new data-driven model of fairness that, unlike existing sta...
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06/20/2020
Adversarial Stochastic Shortest Path
Stochastic shortest path (SSP) is a well-known problem in planning and c...
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10/04/2018
