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

This is NYC taxi trip records used as the real-world dataset for the comprehensive ride-sharing simulation available at: https://github.itap.purdue.edu/Clan-labs/Dynamic_Matching_RS. We use 2016-05 trips for training and 2016-06 trips for evaluation. To...

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