Mingfeng Fan

Orcid: 0000-0003-4008-5873

Affiliations:
  • National University of Singapore, Singapore
  • Central South University, Changsha, China


According to our database1, Mingfeng Fan authored at least 13 papers between 2020 and 2024.

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Bibliography

2024
Joint Task Offloading and Resource Allocation in Multi-UAV Multi-Server Systems: An Attention-Based Deep Reinforcement Learning Approach.
IEEE Trans. Veh. Technol., August, 2024

Attention-based Priority Learning for Limited Time Multi-Agent Path Finding.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Collaborative Deep Reinforcement Learning for Solving Multi-Objective Vehicle Routing Problems.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023
Task Scheduling Under a Novel Framework for Data Relay Satellite Network via Deep Reinforcement Learning.
IEEE Trans. Veh. Technol., May, 2023

Deep Reinforcement Learning for UAV Routing in the Presence of Multiple Charging Stations.
IEEE Trans. Veh. Technol., May, 2023

Reinforcement Learning Based Truck-and-Drone Coordinated Delivery.
IEEE Trans. Artif. Intell., 2023

2022
An Autonomous Path Planning Method for Unmanned Aerial Vehicle Based on a Tangent Intersection and Target Guidance Strategy.
IEEE Trans. Intell. Transp. Syst., 2022

An Overview and Experimental Study of Learning-Based Optimization Algorithms for the Vehicle Routing Problem.
IEEE CAA J. Autom. Sinica, 2022

DL-DRL: A double-layer deep reinforcement learning approach for large-scale task scheduling of multi-UAV.
CoRR, 2022

2021
An Iterative Two-Phase Optimization Method Based on Divide and Conquer Framework for Integrated Scheduling of Multiple UAVs.
IEEE Trans. Intell. Transp. Syst., 2021

Evolutionary many-Objective algorithm based on fractional dominance relation and improved objective space decomposition strategy.
Swarm Evol. Comput., 2021

An Adaptive Reference Vector Adjustment Strategy and Improved Angle-Penalized Value Method for RVEA.
Complex., 2021

2020
Voting-mechanism based ensemble constraint handling technique for real-world single-objective constrained optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020


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