Mingfeng Fan

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Waste Collection

Reinforcement Learning

Vehicle Routing

Top Venues

IEEE Trans. Veh. Technol.

IEEE Trans. Intell. Transp. Syst.

Publications

Yibin Yang, Mingfeng Fan, Chengyang He, Jianqiang Wang, Heye Huang, Guillaume Sartoretti
Attention-based Priority Learning for Limited Time Multi-Agent Path Finding. AAMAS (2024)
Yaoxin Wu, Mingfeng Fan, Zhiguang Cao, Ruobin Gao, Yaqing Hou, Guillaume Sartoretti
Collaborative Deep Reinforcement Learning for Solving Multi-Objective Vehicle Routing Problems. AAMAS (2024)
Guohua Wu, Zelin Liu, Mingfeng Fan, Keyu Wu
Joint Task Offloading and Resource Allocation in Multi-UAV Multi-Server Systems: An Attention-Based Deep Reinforcement Learning Approach. IEEE Trans. Veh. Technol. 73 (8) (2024)
Jiaxing Li, Guohua Wu, Tianjun Liao, Mingfeng Fan, Xiao Mao, Witold Pedrycz
Task Scheduling Under a Novel Framework for Data Relay Satellite Network via Deep Reinforcement Learning. IEEE Trans. Veh. Technol. 72 (5) (2023)
Guohua Wu, Mingfeng Fan, Jianmai Shi, Yanghe Feng
Reinforcement Learning Based Truck-and-Drone Coordinated Delivery. IEEE Trans. Artif. Intell. 4 (4) (2023)
Mingfeng Fan, Yaoxin Wu, Tianjun Liao, Zhiguang Cao, Hongliang Guo, Guillaume Sartoretti, Guohua Wu
Deep Reinforcement Learning for UAV Routing in the Presence of Multiple Charging Stations. IEEE Trans. Veh. Technol. 72 (5) (2023)
Huan Liu, Xiamiao Li, Mingfeng Fan, Guohua Wu, Witold Pedrycz, Ponnuthurai Nagaratnam Suganthan
An Autonomous Path Planning Method for Unmanned Aerial Vehicle Based on a Tangent Intersection and Target Guidance Strategy. IEEE Trans. Intell. Transp. Syst. 23 (4) (2022)
Xiao Mao, Guohua Wu, Mingfeng Fan
DL-DRL: A double-layer deep reinforcement learning approach for large-scale task scheduling of multi-UAV. CoRR (2022)
Bingjie Li, Guohua Wu, Yongming He, Mingfeng Fan, Witold Pedrycz
An Overview and Experimental Study of Learning-Based Optimization Algorithms for the Vehicle Routing Problem. IEEE CAA J. Autom. Sinica 9 (7) (2022)
Wenbo Qiu, Jianghan Zhu, Huangchao Yu, Mingfeng Fan, Lisu Huo
An Adaptive Reference Vector Adjustment Strategy and Improved Angle-Penalized Value Method for RVEA. Complex. 2021 (2021)
Wenbo Qiu, Jianghan Zhu, Guohua Wu, Mingfeng Fan, Ponnuthurai Nagaratnam Suganthan
Evolutionary many-Objective algorithm based on fractional dominance relation and improved objective space decomposition strategy. Swarm Evol. Comput. 60 (2021)
Huan Liu, Xiamiao Li, Guohua Wu, Mingfeng Fan, Rui Wang, Liang Gao, Witold Pedrycz
An Iterative Two-Phase Optimization Method Based on Divide and Conquer Framework for Integrated Scheduling of Multiple UAVs. IEEE Trans. Intell. Transp. Syst. 22 (9) (2021)
Bingjie Li, Guohua Wu, Yongming He, Mingfeng Fan, Witold Pedrycz
An Overview and Experimental Study of Learning-based Optimization Algorithms for Vehicle Routing Problem. CoRR (2021)
Huan Liu, Xiamiao Li, Mingfeng Fan, Guohua Wu, Witold Pedrycz, Ponnuthurai Nagaratnam Suganthan
An Autonomous Path Planning Method for Unmanned Aerial Vehicle based on A Tangent Intersection and Target Guidance Strategy. CoRR (2020)
Xupeng Wen, Guohua Wu, Mingfeng Fan, Rui Wang, Ponnuthurai Nagaratnam Suganthan
Voting-mechanism based ensemble constraint handling technique for real-world single-objective constrained optimization. CEC (2020)