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ORCIDMingfeng Fan
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- affiliation: National University of Singapore, Singapore
- affiliation: Central South University, Changsha, China
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2020 – today
- 2024
[j9]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): 11964-11978 (2024)- [c3]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: 1956-1965 - [c2]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: 1993-2001 - 2023
- [j8]Guohua Wu, Mingfeng Fan, Jianmai Shi, Yanghe Feng:
Reinforcement Learning Based Truck-and-Drone Coordinated Delivery. IEEE Trans. Artif. Intell. 4(4): 754-763 (2023) - [j7]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): 5732-5746 (2023) - [j6]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): 6654-6668 (2023) - 2022
- [j5]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): 1115-1138 (2022) - [j4]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): 3061-3073 (2022) - [i3]Xiao Mao, Guohua Wu, Mingfeng Fan:
DL-DRL: A double-layer deep reinforcement learning approach for large-scale task scheduling of multi-UAV. CoRR abs/2208.02447 (2022) - 2021
- [j3]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: 8870356:1-8870356:15 (2021) - [j2]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: 100776 (2021) - [j1]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): 5926-5938 (2021) - [i2]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 abs/2107.07076 (2021) - 2020
- [c1]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: 1-8 - [i1]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 abs/2006.04103 (2020)
Coauthor Index
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