Logarithmic Regret Bound in Partially Observable Linear Dynamical
Systems

Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems

25 March 2020

Kamyar Azizzadenesheli

Anima Anandkumar

Papers citing "Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems"

11 / 11 papers shown

Title
PAC bounds of continuous Linear Parameter-Varying systems related to neural ODEs Dániel Rácz M. Petreczky Bálint Daróczy 47 0 0 07 Jul 2023
Dynamical Linear Bandits Marco Mussi Alberto Maria Metelli Marcello Restelli 18 2 0 16 Nov 2022
Statistical Learning Theory for Control: A Finite Sample Perspective Anastasios Tsiamis Ingvar M. Ziemann Nikolai Matni George J. Pappas 13 73 0 12 Sep 2022
$Thompson Sampling Achieves $\tilde O(\sqrt{T})$ Regret in Linear Quadratic Control$ Thompson Sampling Achieves $\tilde O(\sqrt{T})$ Regret in Linear Quadratic Control Taylan Kargin Sahin Lale Kamyar Azizzadenesheli Anima Anandkumar B. Hassibi 10 10 0 17 Jun 2022
Rate-Optimal Online Convex Optimization in Adaptive Linear Control Asaf B. Cassel Alon Cohen Google Research 13 9 0 03 Jun 2022
Efficient Online Linear Control with Stochastic Convex Costs and Unknown Dynamics Asaf B. Cassel Alon Cohen Google Research 11 5 0 02 Mar 2022
On the Sample Complexity of Decentralized Linear Quadratic Regulator with Partially Nested Information Structure Lintao Ye Haoqi Zhu V. Gupta 6 14 0 14 Oct 2021
SLIP: Learning to Predict in Unknown Dynamical Systems with Long-Term Memory Paria Rashidinejad Jiantao Jiao Stuart J. Russell 19 10 0 12 Oct 2020
Adaptive Regret for Control of Time-Varying Dynamics Paula Gradu Elad Hazan Edgar Minasyan 19 47 0 08 Jul 2020
Sample Complexity of Kalman Filtering for Unknown Systems Anastasios Tsiamis Nikolai Matni George J. Pappas 20 53 0 27 Dec 2019
Spectral Filtering for General Linear Dynamical Systems Elad Hazan Holden Lee Karan Singh Cyril Zhang Yi Zhang 40 97 0 12 Feb 2018