DeepPool: Distributed Model-free Algorithm for Ride-sharing using Deep Reinforcement Learning

Abubakr Alabbasi, Arnob Ghosh, Vaneet Aggarwal

The success of modern ride-sharing platforms crucially depends on the profit of the ride-sharing fleet operating companies, and how efficiently the resources are managed. Further,…