most citedReal-world Ride-hailing Vehicle Repositioning using Deep Reinforcement Learning

15 citations · 19 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2021★ 4 cited

Value Function is All You Need: A Unified Learning Framework for Ride Hailing Platforms

Xiaocheng Tang, Fan Zhang, Zhiwei Qin +6

Large ride-hailing platforms, such as DiDi, Uber and Lyft, connect tens of thousands of vehicles in a city to millions of ride demands throughout the day, providing great promises…

cs.LG2021★ 15 cited

Real-world Ride-hailing Vehicle Repositioning using Deep Reinforcement Learning

Yan Jiao, Xiaocheng Tang, Zhiwei Qin +4

We present a new practical framework based on deep reinforcement learning and decision-time planning for real-world vehicle repositioning on ride-hailing (a type of mobility-on-dem…