Fan Zhang

According to our database, Fan Zhang authored at least 6 papers between 2019 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

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

Yan Jiao, Xiaocheng Tang, Zhiwei (Tony) Qin, Shuaiji Li, Fan Zhang, Hongtu Zhu, Jieping Ye

CoRR, 2021

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

Xiaocheng Tang, Fan Zhang, Zhiwei (Tony) Qin, Yansheng Wang, Dingyuan Shi, Bingchen Song, Yongxin Tong, Hongtu Zhu, Jieping Ye

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Multi-Objective Distributional Reinforcement Learning for Large-Scale Order Dispatching.

Fan Zhou, Chenfan Lu, Xiaocheng Tang, Fan Zhang, Zhiwei (Tony) Qin, Jieping Ye, Hongtu Zhu

Proceedings of the IEEE International Conference on Data Mining, 2021

2020

Ride-Hailing Order Dispatching at DiDi via Reinforcement Learning.

Zhiwei (Tony) Qin, Xiaocheng Tang, Yan Jiao, Fan Zhang, Zhe Xu, Hongtu Zhu, Jieping Ye

INFORMS J. Appl. Anal., 2020

2019

A Deep Value-network Based Approach for Multi-Driver Order Dispatching.

Xiaocheng Tang, Zhiwei (Tony) Qin, Fan Zhang, Zhaodong Wang, Zhe Xu, Yintai Ma, Hongtu Zhu, Jieping Ye

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Deep Reinforcement Learning for Ride-sharing Dispatching and Repositioning.

Zhiwei (Tony) Qin, Xiaocheng Tang, Yan Jiao, Fan Zhang, Chenxi Wang, Qun (Tracy) Li

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019