Yan Jiao

Ride-Hailing Order Dispatching at DiDi via Reinforcement Learning

Fan Zhang, Jieping Ye, Zhe Xu, 2020, INFORMS J. Appl. Anal..

Deep Reinforcement Learning for Ride-sharing Dispatching and Repositioning

Fan Zhang, Xiaocheng Tang, Yan Jiao, 2019, IJCAI.

Deep Reinforcement Learning for Multi-driver Vehicle Dispatching and Repositioning Problem

Satinder Singh, Jieping Ye, Risto Vuorio, 2019, 2019 IEEE International Conference on Data Mining (ICDM).

Efficient Ridesharing Order Dispatching with Mean Field Multi-Agent Reinforcement Learning

Jun Wang, Jieping Ye, Yaodong Yang, 2019, WWW.

Multi-Agent Reinforcement Learning for Order-dispatching via Order-Vehicle Distribution Matching

Jieping Ye, Weinan Zhang, Ming Zhou, 2019, CIKM.

InBEDE: Integrating Contextual Bandit with TD Learning for Joint Pricing and Dispatch of Ride-Hailing Platforms

Bo An, Jieping Ye, Hongtu Zhu, 2019, 2019 IEEE International Conference on Data Mining (ICDM).

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

Fan Zhang, Jieping Ye, Xiaocheng Tang, 2021, ArXiv.