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Yassir Jedra

Sub-optimality of the Separation Principle for Quadratic Control from Bilinear Observations

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Apr 15, 2025
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Finite Sample Identification of Partially Observed Bilinear Dynamical Systems

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Jan 13, 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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Learning Linear Dynamics from Bilinear Observations

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Sep 24, 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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Spectral Entry-wise Matrix Estimation for Low-Rank Reinforcement Learning

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Oct 10, 2023
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A Tutorial on the Non-Asymptotic Theory of System Identification

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Sep 07, 2023
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Nearly Optimal Latent State Decoding in Block MDPs

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Aug 17, 2022
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Best Policy Identification in Linear MDPs

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Aug 11, 2022
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Learning Optimal Antenna Tilt Control Policies: A Contextual Linear Bandit Approach

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Jan 06, 2022
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