Laixi Shi

3 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-4038-8620

Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, Maryland 21218

Publications

• Distributionally Robust Model-Based Offline Reinforcement Learning with Near-Optimal Sample Complexity — Journal of Machine Learning Research 2024
• Settling the sample complexity of model-based offline reinforcement learning — The Annals of Statistics 2024
• The Curious Price of Distributional Robustness in Reinforcement Learning with a Generative Model — Operations Research