Yuejie Chi

Carnegie Mellon University

United States

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Articles (11)

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2024

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2023

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2023

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2023

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2023

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2023

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2022

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2022

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2022

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2022

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2022

Collaborators (5)

Maxime Ferreira Da Costa

Associate Professor

CentraleSupélec

FRANCE

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Yuxin Chen

University of Pennsylvania

UNITED STATES

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Yuting Wei

Assistant Professor

University of Pennsylvania

UNITED STATES

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Changxiao Cai

Assistant Professor

University of Michigan

UNITED STATES

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Mark Splaingard

Professor of Pediatrics

Nationwide Children's Hospital

UNITED STATES

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Yuejie Chi

Research Interests

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Contact this professor

Articles (11)

High-Probability Sample Complexities for Policy Evaluation With Linear Function Approximation

Local Geometry of Nonconvex Spike Deconvolution From Low-Pass Measurements

Breaking the Sample Size Barrier in Model-Based Reinforcement Learning with a Generative Model

Is Q-Learning Minimax Optimal? A Tight Sample Complexity Analysis

Policy Mirror Descent for Regularized Reinforcement Learning: A Generalized Framework with Linear Convergence

Softmax policy gradient methods can take exponential time to converge

Sample Complexity of Asynchronous Q-Learning: Sharper Analysis and Variance Reduction

A large collection of real-world pediatric sleep studies.

Breaking the sample complexity barrier to regret-optimal model-free reinforcement learning

Fast Global Convergence of Natural Policy Gradient Methods with Entropy Regularization

Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements

Collaborators (5)

Maxime Ferreira Da Costa

Yuxin Chen

Yuting Wei

Changxiao Cai

Mark Splaingard

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