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…
physics.soc-ph2018
Phase Transition in Taxi Dynamics and Impact of Ridesharing
Bo Yang, Shen Ren, Erika Fille Legara +4
We develop a numerical model using both artificial and empirical inputs to analyze taxi dynamics in an urban setting. More specifically, we quantify how the supply and demand for t…