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Alexandre Proutiere

Adaptive Reinforcement Learning for Unobservable Random Delays

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Jun 17, 2025
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Policy Testing in Markov Decision Processes

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May 21, 2025
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Model-free Low-Rank Reinforcement Learning via Leveraged Entry-wise Matrix Estimation

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Oct 30, 2024
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Conformal Predictions under Markovian Data

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Jul 21, 2024
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Model-Free Active Exploration in Reinforcement Learning

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Jun 30, 2024
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Low-Rank Bandits via Tight Two-to-Infinity Singular Subspace Recovery

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Feb 24, 2024
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Best Arm Identification with Fixed Budget: A Large Deviation Perspective

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Dec 19, 2023
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Spectral Entry-wise Matrix Estimation for Low-Rank Reinforcement Learning

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Oct 10, 2023
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Sub-linear Regret in Adaptive Model Predictive Control

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Oct 07, 2023
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On Uniformly Optimal Algorithms for Best Arm Identification in Two-Armed Bandits with Fixed Budget

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Sep 04, 2023
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