A Better Match for Drivers and Riders: Reinforcement Learning at Lyft

Xabi Azagirre, Akshay Balwally, Guillaume Candeli +16

To better match drivers to riders in our ridesharing application, we revised Lyft's core matching algorithm. We use a novel online reinforcement learning approach that estimates th…