3 papers
cs.LG2025
LLM-ODDR: A Large Language Model Framework for Joint Order Dispatching and Driver Repositioning
Tengfei Lyu, Siyuan Feng, Hao Liu +1
Ride-hailing platforms face significant challenges in optimizing order dispatching and driver repositioning operations in dynamic urban environments. Traditional approaches based o…
cs.AI2023
Dynamic Adjustment of Matching Radii under the Broadcasting Mode: A Novel Multitask Learning Strategy and Temporal Modeling Approach
Taijie Chen, Zijian Shen, Siyuan Feng +2
As ride-hailing services have experienced significant growth, the majority of research has concentrated on the dispatching mode, where drivers must adhere to the platform's assigne…
cs.AI2023
A multi-functional simulation platform for on-demand ride service operations
Siyuan Feng, Taijie Chen, Yuhao Zhang +3
On-demand ride services or ride-sourcing services have been experiencing fast development in the past decade. Various mathematical models and optimization algorithms have been deve…