DRSP-Sim: A Simulator for Ride-sharing with Pooling: Joint Matching,Pricing, Route Planning, and Dispatching

10.4231/GDFY-5A56

Bharat Bhargava , Marina Haliem , Vaneet Aggarwal

08/31/2021

Significant development of ride-sharing services presents a plethora of opportunities to transform urban mobility by providing personalized and convenient transportation while ensuring the efficiency of large-scale ride pooling.

Computer Science Deep Q-Network Deep Reinforcement Learning ridesharing Route Planning shared mobility Vehicle Dispatching Vehicle Routing