Mingfeng Fan
Orcid: 0000-0003-4008-5873Affiliations:
- National University of Singapore, Singapore
- Central South University, Changsha, China
According to our database1,
Mingfeng Fan authored at least 31 papers
between 2020 and 2026.
Collaborative distances:
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Bibliography
2026
Unicorn: A Universal and Collaborative Reinforcement Learning Approach Toward Generalizable Network-Wide Traffic Signal Control.
IEEE Trans. Intell. Transp. Syst., April, 2026
CROSS: A Mixture-of-Experts Reinforcement Learning Framework for Generalizable Large-Scale Traffic Signal Control.
CoRR, March, 2026
LATS: Large Language Model Assisted Teacher-Student Framework for Multi-Agent Reinforcement Learning in Traffic Signal Control.
CoRR, March, 2026
CAMO: A Conditional Neural Solver for the Multi-objective Multiple Traveling Salesman Problem.
CoRR, March, 2026
Fed-GAME: Personalized Federated Learning with Graph Attention Mixture-of-Experts For Time-Series Forecasting.
CoRR, March, 2026
UHTS-DRL: A deep reinforcement learning framework for integrated agile satellite observation and data transmission scheduling.
Inf. Sci., 2026
2025
CoRR, December, 2025
A Unified Deep Reinforcement Learning Approach for Close Enough Traveling Salesman Problem.
CoRR, October, 2025
Multimodal Fused Learning for Solving the Generalized Traveling Salesman Problem in Robotic Task Planning.
CoRR, June, 2025
Preference-Driven Multi-Objective Combinatorial Optimization with Conditional Computation.
CoRR, June, 2025
IEEE Trans. Neural Networks Learn. Syst., March, 2025
Unicorn: A Universal and Collaborative Reinforcement Learning Approach Towards Generalizable Network-Wide Traffic Signal Control.
CoRR, March, 2025
DL-DRL: A Double-Level Deep Reinforcement Learning Approach for Large-Scale Task Scheduling of Multi-UAV.
IEEE Trans Autom. Sci. Eng., 2025
Heterogeneous Attention-Based Graph Convolutional Network for Solving Asymmetric Pickup and Delivery Problem.
IEEE Trans Autom. Sci. Eng., 2025
Multi-UAV reconnaissance mission planning via deep reinforcement learning with simulated annealing.
Swarm Evol. Comput., 2025
V2XFormer: A Multi-Stage Transformer for Multi-Agent Reinforcement Learning in V2X-Enabled Traffic Signal Control.
Proceedings of the 28th IEEE International Conference on Intelligent Transportation Systems, 2025
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
HeteroLight: A General and Efficient Learning Approach for Heterogeneous Traffic Signal Control.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024
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
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
An Autonomous Path Planning Method for Unmanned Aerial Vehicle based on A Tangent Intersection and Target Guidance Strategy.
CoRR, 2020
Voting-mechanism based ensemble constraint handling technique for real-world single-objective constrained optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020