LLM for Incentive Design in Mobility Systems
Jan 1, 2026
·
1 min read
An LLM-guided workflow that generates and evaluates interpretable incentive policies for ride-hailing, transit, and shared vehicles — pairing learning-based methods with classical optimization.
Authors
B.S.E. Candidate, Data Science
I study Data Science at the University of Michigan, Ann Arbor. I came here through the UM-SJTU dual-degree program: the first half of my undergraduate degree was Mechanical Engineering at Shanghai Jiao Tong University’s Joint Institute, the second half is Data Science at Michigan. It was less a change of heart than a change of tools.