Learning Partially Observed Linear Dynamical Systems from Logarithmic Number of Samples

8 October 2020

Papers citing "Learning Partially Observed Linear Dynamical Systems from Logarithmic Number of Samples"

8 / 8 papers shown

Title
Learning Low-dimensional Latent Dynamics from High-dimensional Observations: Non-asymptotics and Lower Bounds Yuyang Zhang Shahriar Talebi Na Li 39 1 0 09 May 2024
Regret Analysis of Distributed Online Control for LTI Systems with Adversarial Disturbances Ting-Jui Chang Shahin Shahrampour 43 0 0 04 Oct 2023
A New Approach to Learning Linear Dynamical Systems Ainesh Bakshi Allen Liu Ankur Moitra Morris Yau 30 14 0 23 Jan 2023
Learning Transition Operators From Sparse Space-Time Samples C. Kümmerle Mauro Maggioni Sui Tang 26 1 0 01 Dec 2022
Statistical Learning Theory for Control: A Finite Sample Perspective Anastasios Tsiamis Ingvar M. Ziemann Nikolai Matni George J. Pappas 28 73 0 12 Sep 2022
Distributed Online System Identification for LTI Systems Using Reverse Experience Replay Ting-Jui Chang Shahin Shahrampour OffRL 17 3 0 03 Jul 2022
System Identification via Nuclear Norm Regularization Yue Sun Samet Oymak Maryam Fazel 11 0 0 30 Mar 2022
Regret Analysis of Distributed Online LQR Control for Unknown LTI Systems Ting-Jui Chang Shahin Shahrampour 24 8 0 15 May 2021