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03/04/2023
Wasserstein Actor-Critic: Directed Exploration via Optimism for Continuous-Actions Control
Uncertainty quantification has been extensively used as a means to achie...
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02/15/2023
Best Arm Identification for Stochastic Rising Bandits
Stochastic Rising Bandits is a setting in which the values of the expect...
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12/12/2022
Autoregressive Bandits
Autoregressive processes naturally arise in a large variety of real-worl...
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10/27/2021
Reinforcement Learning in Linear MDPs: Constant Regret and Representation Selection
We study the role of the representation of state-action value functions ...
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06/14/2018
