2 papers
math.OC2025
Conditional Generative Modeling of Stochastic LTI Systems: A Behavioral Approach
Jiayun Li, Yilin Mo
This paper presents a data-driven model for Linear Time-Invariant (LTI) stochastic systems by sampling from the conditional probability distribution of future outputs given past in…
eess.SY2025
Learning Control for LQR with Unknown Packet Loss Rate Using Finite Channel Samples
Zhenning Zhang, Liang Xu, Yilin Mo +1
This paper studies the linear quadratic regulator (LQR) problem over an unknown Bernoulli packet loss channel. The unknown loss rate is estimated using finite channel samples and a…