Optimizing Taxi Carpool Policies via Reinforcement Learning and Spatio-Temporal Mining

Ishan Jindal, Zhiwei Qin, Xuewen Chen +2

In this paper, we develop a reinforcement learning (RL) based system to learn an effective policy for carpooling that maximizes transportation efficiency so that fewer cars are req…