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!
意昂体育的联系方式:ghwen@seu.edu.cn
3. 学术论文
1) 10篇代表性论文
[1] g., 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, .
[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], w. yu, x. yu, and j. lu, : from cybersecurity to security control, (invited paper)