[1] Yujie Tang, Zhaolin Ren and Na Li. “Zeroth-order feedback optimization for cooperative multi-agent systems,” to appear in Automatica.
[2] Yujie Tang, Emiliano Dall'Anese, Andrey Bernstein and Steven Low. “Running primal-dual gradient method for time-varying nonconvex problems,” SIAM Journal on Control and Optimization, vol. 60, no. 4, pp. 1970–1990, 2022.
[3] Yujie Yang, Yang Zheng and Na Li. “Analysis of the Optimization Landscape of Linear Quadratic Gaussian (LQG) Control,” in Proceedings of the 3rd Conference on Learning for Dynamics and Control, pp. 599–-610, 2021.
[4] Yingying Li, Yujie Tang, Runyu Zhang and Na Li. “Distributed reinforcement learning for decentralized linear quadratic control: A derivative-free policy optimization approach,” IEEE Transactions on Automatic Control, 2021.
[5] Yujie Tang, Junshan Zhang and Na Li. “Distributed zero-order algorithms for nonconvex multi-agent optimization,” IEEE Transactions on Control of Network Systems, vol. 8, no. 1, pp. 269–281, 2021.