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Dr. Qi Luo

Qi Luo Assistant Professor  

Department of Industrial Engineering
277 Freeman Hall, Clemson University
Clemson, SC 29634-0920

Phone: (864) 656-5649

Department Research Thrust Pages:


Ph.D. University of Michigan
M.S. University of Michigan
B.S. B.A. Xi'an Jiaotong University

Research Areas
Stochastic Optimization, Reinforcement Learning, Emerging Mobility Services, Game Theory

Selected Publications

Yuan, Hao, Qi Luo, and Cong Shi. “Marrying Stochastic Gradient Descent with Bandits: Learning Algorithms for Inventory Systems with Fixed Costs.” Management Science, to appear.

Luo Qi, and Romesh Saigal. “Multiagent Incentive Contracts: Existence, Uniqueness and Implementation.” Mathematics 2021, 9, 19.

Li, Shukai, Qi Luo, and Robert Hampshire. “Optimizing Large On-demand Transportation Systems through Stochastic Conic Programming.” European Journal of Operational Research, 2020.

Dong, Tingting, Zhengtian Xu, Qi Luo, Yafeng Yin, Jian Wang, and Jieping Ye, “Optimal Contract Design for Ride-sourcing Services under Dual Sourcing.” Transportation Research Part B: Methodological, to appear.

Luo, Qi, Xuechun Dou, Xuan Di, and Robert Hampshire. “Multimodal Connections between Micro-Mobility and Micro-transit: Conceptual Foundations and Empirical Evidence.” IEEE Intelligent Transportation Systems Magazine, to appear.

Luo Qi, Romesh Saigal, Zhibin Chen, and Yafeng Yin, “Accelerating the Adoption of Automated Vehicles by Subsidies: A Dynamic Games Approach. ” Transportation Research Part B: Methodological, 129:226-243, 2019.

Luo, Qi, Zhiyuan Huang, and Henry Lam. "Dynamic congestion pricing for ridesourcing traffic: a simulation optimization approach." 2019 Winter Simulation Conference (WSC). IEEE, 2019.

Courses Taught

IE 3800 Deterministic Operations Research

Professional Affiliations