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Dylan J. Foster

Is a Good Foundation Necessary for Efficient Reinforcement Learning? The Computational Role of the Base Model in Exploration
The Power of Resets in Online Reinforcement Learning
Reinforcement Learning under Latent Dynamics: Toward Statistical and Algorithmic Modularity
Efficient Model-Free Exploration in Low-Rank MDPs
Representation Learning with Multi-Step Inverse Kinematics: An Efficient and Optimal Approach to Rich-Observation RL
Learning the Linear Quadratic Regulator from Nonlinear Observations

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