A Distributed Model-Free Algorithm for Multi-hop Ride-sharing using Deep Reinforcement Learning

no code implementations • 30 Oct 2019 • Ashutosh Singh, Abubakr Alabbasi, Vaneet Aggarwal

The growth of autonomous vehicles, ridesharing systems, and self driving technology will bring a shift in the way ride hailing platforms plan out their services.

Autonomous Vehicles Reinforcement Learning (RL)

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

no code implementations • 9 Mar 2019 • 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.

reinforcement-learning Reinforcement Learning (RL)