Items where Author is "Qi, Zhengling"

Item Type No Grouping

Off-policy evaluation in doubly inhomogeneous environments. (2025) Bian, Zeyu; Shi, Chengchun; Qi, Zhengling; Wang, Lan picture_as_pdf

Robust offline reinforcement learning with heavy-tailed rewards. (2024) Zhu, Jin; Wan, Runzhe; Qi, Zhengling; Luo, Shikai; Shi, Chengchun picture_as_pdf

Optimizing pessimism in dynamic treatment regimes:a Bayesian learning approach. Zhou, Yunzhe; Qi, Zhengling; Shi, Chengchun; Li, Lexin picture_as_pdf

Two-way deconfounder for off-policy evaluation in causal reinforcement learning. Yu, Shuguang; Fang, Shuxing; Peng, Ruixin; Qi, Zhengling; Zhou, Fan; Shi, Chengchun picture_as_pdf

Value enhancement of reinforcement learning via efficient and robust trust region optimization. Shi, Chengchun; Qi, Zhengling; Wang, Jianing; Zhou, Fan picture_as_pdf