Items where Author is "Qi, Zhengling"

Article

Shi, Chengchun, Qi, Zhengling, Wang, Jianing and Zhou, Fan (2023) Value enhancement of reinforcement learning via efficient and robust trust region optimization. Journal of the American Statistical Association. pp. 1-15. ISSN 0162-1459

Zhou, Yunzhe, Qi, Zhengling, Shi, Chengchun and Li, Lexin (2023) Optimizing pessimism in dynamic treatment regimes: a Bayesian learning approach. Proceedings of Machine Learning Research, 206. ISSN 1938-7228 (In Press)

Book Section

Zhu, Jin, Wan, Runzhe, Qi, Zhengling, Luo, Shikai and Shi, Chengchun (2024) Robust offline reinforcement learning with heavy-tailed rewards. In: Dasgupta, Sanjoy, Mandt, Stephan and Li, Yingzhen, (eds.) Proceedings of the 27th International Conference on Artificial Intelligence and Statistics (AISTATS) 2024. International Conference on Machine Learning, Valencia, Spain, 541 - 549.