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Hengxi Zhang
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A review: machine learning for combinatorial optimization problems in energy areas
X Yang, Z Wang, H Zhang, N Ma, N Yang, H Liu, H Zhang, L Yang
Algorithms 15 (6), 205, 2022
162022
Graphon mean-field control for cooperative multi-agent reinforcement learning
Y Hu, X Wei, J Yan, H Zhang
Journal of the Franklin Institute 360 (18), 14783-14805, 2023
72023
Mean-Field-Aided Multiagent Reinforcement Learning for Resource Allocation in Vehicular Networks
H Zhang, C Lu, H Tang, X Wei, L Liang, L Cheng, W Ding, Z Han
IEEE Internet of Things Journal 10 (3), 2667-2679, 2022
62022
Heterogeneous mean-field multi-agent reinforcement learning for communication routing selection in sagi-net
H Zhang, H Tang, Y Hu, X Wei, C Wu, W Ding, XP Zhang
2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall), 1-5, 2022
22022
Cooperative Multi-Type Multi-Agent Deep Reinforcement Learning for Resource Management in Space-Air-Ground Integrated Networks
H Zhang, H Tang, W Ding, XP Zhang
Adjunct Proceedings of the 2023 ACM International Joint Conference on …, 2023
2023
Autonomous Swarm Robot Coordination via Mean-Field Control Embedding Multi-Agent Reinforcement Learning
H Tang, H Zhang, Z Shi, X Chen, W Ding, XP Zhang
2023 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2023
2023
Optimizing Trading Strategies in Quantitative Markets using Multi-Agent Reinforcement Learning
H Zhang, Z Shi, Y Hu, W Ding, EE Kuruoglu, XP Zhang
arXiv preprint arXiv:2303.11959, 2023
2023
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