8 citations · 25 across the 16 of their papers we have counts for
4 papers · 1 filter
Globally Convergent Policy Gradient Methods for Linear Quadratic Control of Partially Observed Systems
Feiran Zhao, Xingyun Fu, Keyou You
While the optimization landscape of policy gradient methods has been recently investigated for partially observed linear systems in terms of both static output feedback and dynamic…
Convergence and Sample Complexity of Policy Gradient Methods for Stabilizing Linear Systems
Feiran Zhao, Xingyun Fu, Keyou You
System stabilization via policy gradient (PG) methods has drawn increasing attention in both control and machine learning communities. In this paper, we study their convergence and…
System-Level Evaluation of Beam Hopping in NR-Based LEO Satellite Communication System
Jingwei Zhang, Dali Qin, Chuili Kong +4
Satellite communication by leveraging the use of low earth orbit (LEO) satellites is expected to play an essential role in future communication systems through providing ubiquitous…
Data-driven Control of Unknown Linear Systems via Quantized Feedback
Feiran Zhao, Xingchen Li, Keyou You
Control using quantized feedback is a fundamental approach to system synthesis with limited communication capacity. In this paper, we address the stabilization problem for unknown…