Zhengqing Zhou

Batched Multi-armed Bandits Problem

Zijun Gao, Yanjun Han, Zhimei Ren et al. · arXiv (Cornell University) · 2019 · 42 citations · Full text

Business, Decision Sciences, Decision Theory +10

Sequential Batch Learning in Finite-Action Linear Contextual Bandits

Yanjun Han, Zhengqing Zhou, Zhengyuan Zhou et al. · arXiv (Cornell University) · 2020 · 31 citations · Full text

Computing, Computer Science, Decision Sciences +15

Evacuation Time Estimation Model in Large Buildings Based on Individual Characteristics and Real-Time Congestion Situation of Evacuation Exit

Qing Deng, Bo Zhang, Zheng Zhou et al. · Fire · 2022 · 24 citations · Full text

Engineering, Building Science, Emergency Management +13

Finite-Sample Regret Bound for Distributionally Robust Offline Tabular Reinforcement Learning

Zhengqing Zhou, Zhengyuan Zhou, Qinxun Bai et al. · International Conference on Artificial Intelligence and Statistics · 2021 · 12 citations

Natural Sciences, Mathematics, Machine Learning +10

Multivariate Distributionally Robust Convex Regression under Absolute Error Loss

José Blanchet, Peter W. Glynn, Jun Yan et al. · arXiv (Cornell University) · 2019 · 10 citations · Full text

Computing, Data Science, Machine Learning +16