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10/05/2022
Bilinear Exponential Family of MDPs: Frequentist Regret Bound with Tractable Exploration and Planning
We study the problem of episodic reinforcement learning in continuous st...
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11/02/2021
Stochastic Online Linear Regression: the Forward Algorithm to Replace Ridge
We consider the problem of online linear regression in the stochastic se...
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10/18/2021
Online Sign Identification: Minimization of the Number of Errors in Thresholding Bandits
In the fixed budget thresholding bandit problem, an algorithm sequential...
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10/09/2020