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Gene Li

The Role of Environment Access in Agnostic Reinforcement Learning

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Apr 07, 2025
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Optimistic Rates for Learning from Label Proportions

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Jun 01, 2024
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Dueling Optimization with a Monotone Adversary

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Nov 18, 2023
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When is Agnostic Reinforcement Learning Statistically Tractable?

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Oct 09, 2023
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Pessimism for Offline Linear Contextual Bandits using $\ell_p$ Confidence Sets

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May 21, 2022
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Exponential Family Model-Based Reinforcement Learning via Score Matching

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Dec 28, 2021
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Eluder Dimension and Generalized Rank

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Apr 14, 2021
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