A Tutorial on Concentration Bounds for System Identification

A Tutorial on Concentration Bounds for System Identification

27 June 2019

Stephen Tu

Papers citing "A Tutorial on Concentration Bounds for System Identification"

7 / 7 papers shown

Title
Learning Dynamical Systems by Leveraging Data from Similar Systems Lei Xin Lintao Ye G. Chiu S. Sundaram 41 10 0 20 Jan 2025
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
Learning to Control Linear Systems can be Hard Anastasios Tsiamis Ingvar M. Ziemann M. Morari Nikolai Matni George J. Pappas 21 14 0 27 May 2022
Data-Driven Reachability Analysis from Noisy Data Amr Alanwar Anne Koch Frank Allgöwer Karl H. Johansson 32 56 0 15 May 2021
Improved rates for prediction and identification of partially observed linear dynamical systems Holden Lee 21 10 0 19 Nov 2020
Machine learning and control engineering: The model-free case M. Fliess Cédric Join 23 13 0 10 Jun 2020
From self-tuning regulators to reinforcement learning and back again Nikolai Matni Alexandre Proutière Anders Rantzer Stephen Tu 27 88 0 27 Jun 2019