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Alexander Rakhlin

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Efficient Model-Free Exploration in Low-Rank MDPs
Representation Learning with Multi-Step Inverse Kinematics: An Efficient and Optimal Approach to Rich-Observation RL
Damped Online Newton Step for Portfolio Selection
Learning the Linear Quadratic Regulator from Nonlinear Observations

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