2 papers
cs.LG2026
Learning to Optimize: Joint Routing and Flow Allocation on Sparse Non-Euclidean Networks
Haomiao Sun, Fang He, Congyuan Ji +1
We study an integrated pickup-and-delivery problem on sparse, non-Euclidean networks that jointly optimizes cyclic routing, cargo flow allocation, and cross-cycle service. The tigh…
cs.LG2025
Optimizing Drivers' Discount Order Acceptance Strategies: A Policy-Improved Deep Deterministic Policy Gradient Framework
Hanwen Dai, Chang Gao, Fang He +2
The rapid expansion of platform integration has emerged as an effective solution to mitigate market fragmentation by consolidating multiple ride-hailing platforms into a single app…