Zhe Xu

Large-Scale Order Dispatch in On-Demand Ride-Hailing Platforms: A Learning and Planning Approach

Zhe Xu, Jieping Ye, Qiang Li, 2018, KDD.

Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning

Zhe Xu, Jiayu Zhou, Kaixiang Lin, 2018, KDD.

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

Zhe Xu, Jieping Ye, Hongtu Zhu, 2019, KDD.

Efficient Collaborative Multi-Agent Deep Reinforcement Learning for Large-Scale Fleet Management.

Jiayu Zhou, Kaixiang Lin, Renyu Zhao, 2018, 1802.06444.

Deep Reinforcement Learning with Noisy Exploration for Autonomous Driving

Yaqian Zhao, Kun Zhao, Yaqiang Zhang, 2022, ICMLSC.