Online Relocating and Matching of Ride-Hailing Services: A Model-Based Modular Approach

no code implementations • 13 Oct 2023 • Chang Gao, Xi Lin, Fang He, Xindi Tang

This study proposes an innovative model-based modular approach (MMA) to dynamically optimize order matching and vehicle relocation in a ride-hailing platform.

Vehicle Dispatching and Routing of On-Demand Intercity Ride-Pooling Services: A Multi-Agent Hierarchical Reinforcement Learning Approach

no code implementations • 13 Jul 2023 • Jinhua Si, Fang He, Xi Lin, Xindi Tang

The integrated development of city clusters has given rise to an increasing demand for intercity travel.

Hierarchical Reinforcement Learning Management