1. 科研方向
团队面向国家“新一代人工智能”发展战略,以构筑我国群体智能研究的先发优势为使命责任,围绕智能感知、智能决策与智能控制开展科学研究与技术攻关. 具体研究方向包括:
智能感知:网络化协同感知基础理论与技术,分布式信息融合,态势感知与目标识别
智能决策:协同运动规划,强化学习及其在智能决策中的应用,分布式优化与博弈
智能控制:群体智能理论与技术,分布式控制理论与控制工程,AI驱动的协同控制
2. 关于招生
“得天下英才而育之”,是每位教师一生最大的乐事!热烈欢迎对相关科研方向感兴趣的学生加入团队!
联系方式:ghwen@seu.edu.cn
3. 学术论文
1) 10篇代表性论文
[1] G. Wen, Y. Zhao, Z. Duan, W. Yu, and G. Chen, Containment of higher-order multi-leader multi-agent systems: A dynamic output approach, IEEE Transactions on Automatic Control, vol. 61, no. 4, pp. 1135-1140, 2016.
[2] G. Wen and W. X. Zheng, On constructing multiple Lyapunov functions for tracking control of multiple agents with switching topologies, IEEE Transactions on Automatic Control, vol. 64, no. 9, pp. 3796-3803, 2019.
[3] G. Wen, X. Yu, J. Fu, H. Wang, and W. Yu, Fast distributed average tracking in multi-agent networks: The case with general linear agent dynamics, IEEE Transactions on Control of Network Systems, vol. 8, no. 2, pp. 997-1009, 2021.
[4] G. Wen, W. X. Zheng, and Y. Wan, Distributed robust optimization for networked agent systems with unknown nonlinearities, IEEE Transactions on Automatic Control, Full Paper, vol. 68, no. 9, pp. 5230-5244, 2023.
[5] G. Wen, Y. Lv, W. X. Zheng, J. Zhou, and J. Fu, Joint robustness of time-varying networks and its applications to resilient consensus, IEEE Transactions on Automatic Control, Full Paper, vol. 68, no. 11, pp. 6466-6480, 2023.
[6] Y. Li, Y. Ding, S. He, F. Hu, J. Duan, G. Wen*, H. Geng, Z. Wu, H. B. Gooi*, Y. Zhao, C. Zhang, S. Mei, and Z. Zeng*, Artificial intelligence-based methods for renewable power system operation, Nature Reviews Electrical Engineering, https://doi.org/10.1038/s44287-024-00018-9.
[7] G. Wen, J. Fu, H. Lu, J. Sun, and H. Shen, Robust collision avoidance and path-following of USVs with reduced conservativeness: A control barrier function-based approach, Journal of Field Robotics, doi: 10.1002/rob.22456.
[8] D. Zhao, D. W. C. Ho, and G. Wen, Generalized graph-dependent isolation of collusive attacks for interconnected systems, IEEE Transactions on Automatic Control, Full Paper, doi: 10.1109/TAC.2024.3474055.
[9] M. Luan, G. Wen, Y. Lv, J. Zhou, and C. L. Philip Chen, Distributed constrained optimization over unbalanced time-varying digraphs: A randomized constraint solving algorithm, IEEE Transactions on Automatic Control, Full Paper, doi: 10.1109/TAC.2023.3347328.
[10] Y. Zhou, G. Wen, Y. Wan, and J. Fu, Consensus tracking control for a class of general linear hybrid multi-agent Systems: A model-free approach, Automatica, Regular Paper, vol. 156, art. no.: 111198, 2023.
2) 综述论文
[1] G. Wen, X. Yu, W. Yu, and J. Lu, Coordination and control of complex network systems with switching topologies: A survey, IEEE Transactions on Systems, Man and Cybernetics, Systems, vol. 51, no. 10, pp. 6342-6357, 2021. IEEE-TSMCS-WYYL-2020.pdf
[2] G. Wen, X. Yu, and Z.-W. Liu, Recent progress on the study of distributed economic dispatch in smart grid: An overview, Frontiers of Information Technology & Electronic Engineering, vol. 22, pp. 25-39, 2021. Wen-2021-Recent progress on the study of distributed economic dispatch in smart grid an overview.pdf
[3] 温广辉,杨涛,周佳玲,付俊杰,徐磊,强化学习与自适应动态规划:从基础理论到多智能体系统中的应用进展综述,控制与决策,卷:38,期:5,页码:1200-1230,2023. 强化学习与自适应动态规划_...智能体系统中的应用进展综述_温广辉.pdf
3) 观点性论文
[1] G. Wen, W. Yu, X. Yu, and J. Lu, Complex cyber-physical networks: From cybersecurity to security control, Journal of Systems Science and Complexity, vol. 30, no. 1, pp. 46-67, Feb. 2017. (Invited paper)