毕业去向

教育经历

研究兴趣

强化学习、多智能体博弈

论文专利

论文：

1.L. Li, W. Chen, C. Qian, H. Du, X. Zhang. SR-GRAT: Symmetric-Response Guided Reinforcement Learning With Adaptive Targeting for Agile Fixed-Wing UAV Control. IEEE Transactions on Cybernetics (T-CYBER), 2025, 56(7): 3689-3702.

2.L. Li, X. Zhang*, C. Qian, M. Zhao, R. Wang. Cross coordination of behavior clone and reinforcement learning for autonomous within-visual-range air combat. Neurocomputing, 2024, 584: 127591.

3.L. Li, X. Zhang*, C. Qian, R. Wang, M. Zhao. Autopilot controller of fixed-wing planes based on curriculum reinforcement learning scheduled by adaptive learning curve. IEEE Transactions on Emerging Topics in Computational Intelligence, 2024, 8(3): 2182-2196.

4.L. Li, X. Zhang*, C. Qian, R. Wang. Basic flight maneuver generation of fixed-wing plane based on proximal policy optimization. Neural Computing and Applications, 2023, 35: 10239-10255.

5.L. Li, Y. Wang, C. Qian, M. Zhao. Reinforcement learning methods for fixed-wing aircraft control. International Conference on Systems and Informatics, 2023: 1-8.

6.C. Qian, X. Zhang*, L. Li, M. Zhao, Y. Fang. H3E: Learning air combat with a three-level hierarchical framework embedding expert knowledge. Expert Systems With Applications, 2024, 245: 123084.

7.H. Liu, L. Li, Y. Han, F. Lu. Method of identifying the lengths of equivalent clear-sky periods in the time series of DNI measurements based on generalized atmospheric turbidity. Renewable Energy, 2019, 136: 179-192.

奖励荣誉

1.2023，全国兵棋推演大赛智能空中博弈算法挑战赛，冠军、优秀算法奖。

2.2021，全国兵棋推演大赛，亚军。

3.2022，全国智能联合海上作战算法赛，二等奖、优秀算法奖。

4.2020.9-2024，南开大学校级公能奖学金，三次。

5.2018-2020，国家奖学金、哈尔滨工程大学校三好学生、哈尔滨工程大学校优秀毕业生。

联系方式

      E-mail：1120200179@mail.nankai.edu.cn