5 citations · 5 across the 2 of their papers we have counts for
2 papers
eess.SY2024
Stochastic Reinforcement Learning with Stability Guarantees for Control of Unknown Nonlinear Systems
Thanin Quartz, Ruikun Zhou, Hans De Sterck +1
Designing a stabilizing controller for nonlinear systems is a challenging task, especially for high-dimensional problems with unknown dynamics. Traditional reinforcement learning a…
eess.SP2024★ 5 cited
A Model-Free Kullback-Leibler Divergence Filter for Anomaly Detection in Noisy Data Series
Ruikun Zhou, Wail Gueaieb, Davide Spinello
We propose a Kullback-Leibler Divergence (KLD) filter to extract anomalies within data series generated by a broad class of proximity sensors, along with the anomaly locations and…