宋文婷，博士，讲师，硕士生导师。研究方向：非线性系统模糊控制、强化学习优化控制（PI、VI、Q-learning等）、逆强化学习优化控制。主持2024年大连海事大学优秀博士学位论文培育项目一项、参与国家自然科学基金面上项目两项。在国际控制领域权威学术期刊《IEEE Transactions on Fuzzy Systems》《IEEE Transactions on Cybernetics》《IEEE Transactions on Systems Man Cybernetics-Systems》《IEEE Transactions on Intelligent Vehicles》等上发表高水平学术论文及会议22篇。其中，以第一作者发表SCI论文15篇，北大核心1篇、第二作者发表SCI论文6篇。2022年获辽宁省优秀硕士学位论文。

Email:swting2020@163.com

代表性论文：

[1] Wenting Song, Jun Ning and Shaocheng Tong, Inverse Q-learning optimal control for Takagi-Sugeno fuzzy systems, IEEE Transactions on Fuzzy Systems, vol. 33, no. 7, pp. 2308-2320, 2025.

[2] Wenting Song and Shaocheng Tong, Adaptive inverse reinforcement learning optimal for nonlinear system via Takagi-Sugeno fuzzy model, IEEE Transactions on Fuzzy Systems, vol. 34, no. 8, pp. 2629-2640, 2026.

[3] Wenting Song,Yongming Li and Shaocheng Tong, Inverse reinforcement learning   optimal control for Takagi-Sugeno fuzzy systems, IEEE Transactions on Cybernetics, DOI: 10.1109/TCYB.2026.3690606.

[4] Wenting Song, Yi Zuo and Shaocheng Tong, Fuzzy optimal event-triggered control for dynamic positioning of unmanned surface vehicle, IEEE Transactions on Systems Man Cybernetics-Systems, vol. 55, no. 3, pp. 2302-2311, 2025.

[5] Wenting Song, Yongming Li and Shaocheng Tong, Fuzzy finite-time hybrid-triggered dynamic positioning control of nonlinear unmanned marine vehicles under cyber-attacks, IEEE Transactions on Intelligent Vehicles, vol. 9, no. 1, pp. 970-980, 2024.

[6] Wenting Song and Shaocheng Tong, Optimal output feedback tracking control for Takagi-Sugeno fuzzy systems, IEEE Transactions on Artificial Intelligence, vol. 5, no. 12, pp. 6320-6329, 2024.

[7] Wenting Song, Yi Zuo and Shaocheng Tong, Optimal output feedback event-triggered tracking control for Takagi-Sugeno fuzzy systems, Fuzzy Sets and Systems, vol. 520, 109565, 2025.

[8] Wenting Song, Yi Zuo and Shaocheng Tong, Inverse Q-learning optimal control for Takagi-Sugeno fuzzy unmanned surface vehicle systems, Information Sciences, vol. 721, 122600, 2025.

[9] Wenting Song, Xiaomei Li and Shaocheng Tong, Finite-time event-triggered output feedback  control for nonlinear systems via interval type-2 Takagi-Sugeno fuzzy systems, Information Sciences, vol. 592, pp. 67-81, 2022.

[10] Wenting Song and Shaocheng Tong, Event-triggered fuzzy finite-time reliable control for dynamic positioning of nonlinear unmanned marine vehicles, Ocean Engineering, vol. 266, 113139, 2022.