2 papers
cs.AI2026
A Distributionally Robust Reinforcement Learning Framework for Constrained Urban EV Dispatch
An Nguyen, Hoang Nguyen, Phuong Le +3
We study city-scale control of electric-vehicle (EV) ride-hailing fleets where dispatch, repositioning, and charging decisions must respect charger and feeder limits under uncertai…
math.OC2025
Improved Rates for Stochastic Variance-Reduced Difference-of-Convex Algorithms
Anh Duc Nguyen, Alp Yurtsever, Suvrit Sra +1
In this work, we propose and analyze DCA-PAGE, a novel algorithm that integrates the difference-of-convex algorithm (DCA) with the ProbAbilistic Gradient Estimator (PAGE) to solve…