Publications

Submitted
Runyu Zhang, Zhaolin Ren, and Na Li. Submitted. “Gradient Play in Stochastic Games: Stationary Points and Local Geometry.” In 25th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2022). Supplementary materials
Runyu Zhang, Zhaolin Ren, and Na Li. Submitted. “Gradient play in stochastic games: stationary points, convergence, and sample complexity.” In . Arxiv
2021
Yingying Li, Yujie Tang, Runyu Zhang, and Na Li. 2021. “Distributed reinforcement learning for decentralized linear quadratic control: A derivative-free policy optimization approach.” IEEE Transactions on Automatic Control. Arxiv
Runyu Zhang, Yingying Li, and Na Li. 2021. “On the Regret Analysis of Online LQR Control with Predictions.” In 2021 American Control Conference. Arxiv
2019
Mengdi Gao, Jamie Haddock, Denali Molitor, Deanna Needell, Eli Sadovnik, Tyler Will, and Runyu Zhang. 2019. “Neural nonnegative matrix factorization for hierarchical multilayer topic modeling.” In 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP). Publisher's Version