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02/09/2023
An Information-Theoretic Analysis of Nonstationary Bandit Learning
In nonstationary bandit learning problems, the decision-maker must conti...
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06/30/2020
Policy Gradient Optimization of Thompson Sampling Policies
We study the use of policy gradient algorithms to optimize over a class ...
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06/25/2020
Which Random Matching Markets Exhibit a Stark Effect of Competition?
We revisit the popular random matching market model introduced by Knuth ...
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02/12/2019