2 papers
cs.LG2020
Optimising Stochastic Routing for Taxi Fleets with Model Enhanced Reinforcement Learning
Shen Ren, Qianxiao Li, Liye Zhang +2
The future of mobility-as-a-Service (Maas)should embrace an integrated system of ride-hailing, street-hailing and ride-sharing with optimised intelligent vehicle routing in respons…
nlin.AO2018
Dynamics of Taxi-like Logistics Systems: Theory and Microscopic Simulations
Bo Yang, Qianxiao Li
In this paper we study the dynamics of a class of bi-agent logistics systems consisting of two types of agents interacting on an arbitrary complex network. By approximating the sys…