Finite-time Identification of Stable Linear Systems: Optimality of the Least-Squares Estimator

17 March 2020

Papers citing "Finite-time Identification of Stable Linear Systems: Optimality of the Least-Squares Estimator"

9 / 9 papers shown

Title
Learning Linear Dynamics from Bilinear Observations Yahya Sattar Yassir Jedra Sarah Dean 37 1 0 24 Sep 2024
Multi-Task Imitation Learning for Linear Dynamical Systems Thomas T. Zhang Katie Kang Bruce D. Lee Claire Tomlin Sergey Levine Stephen Tu Nikolai Matni 47 24 0 01 Dec 2022
FedSysID: A Federated Approach to Sample-Efficient System Identification Han Wang Leonardo F. Toso James Anderson FedML 29 18 0 25 Nov 2022
Statistical Learning Theory for Control: A Finite Sample Perspective Anastasios Tsiamis Ingvar M. Ziemann Nikolai Matni George J. Pappas 33 73 0 12 Sep 2022
Finite Sample Identification of Bilinear Dynamical Systems Yahya Sattar Samet Oymak N. Ozay 32 13 0 29 Aug 2022
Distributed Online System Identification for LTI Systems Using Reverse Experience Replay Ting-Jui Chang Shahin Shahrampour OffRL 27 3 0 03 Jul 2022
Learning with little mixing Ingvar M. Ziemann Stephen Tu 37 27 0 16 Jun 2022
Regret Lower Bounds for Learning Linear Quadratic Gaussian Systems Ingvar M. Ziemann H. Sandberg 26 15 0 05 Jan 2022
Learning without Concentration S. Mendelson 92 333 0 01 Jan 2014