Identification and Adaptive Control of Markov Jump Systems: Sample
Complexity and Regret Bounds

Identification and Adaptive Control of Markov Jump Systems: Sample Complexity and Regret Bounds

13 November 2021

Davoud Ataee Tarzanagh

Papers citing "Identification and Adaptive Control of Markov Jump Systems: Sample Complexity and Regret Bounds"

13 / 13 papers shown

Title
Certainty Equivalent Quadratic Control for Markov Jump Systems Zhe Du Yahya Sattar Davoud Ataee Tarzanagh Laura Balzano Samet Oymak N. Ozay 32 8 0 26 May 2021
Efficient Optimistic Exploration in Linear-Quadratic Regulators via Lagrangian Relaxation Marc Abeille A. Lazaric 37 25 0 13 Jul 2020
Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems Sahin Lale Kamyar Azizzadenesheli B. Hassibi Anima Anandkumar 77 97 0 25 Mar 2020
Logarithmic Regret for Learning Linear Quadratic Regulators Efficiently Asaf B. Cassel Alon Cohen Tomer Koren 35 66 0 19 Feb 2020
The Power of Linear Controllers in LQR Control Gautam Goel B. Hassibi OffRL 39 40 0 07 Feb 2020
Stochastic Gradient Descent Learns State Equations with Nonlinear Activations Samet Oymak 43 43 0 09 Sep 2018
Online Linear Quadratic Control Alon Cohen Avinatan Hassidim Tomer Koren N. Lazić Yishay Mansour Kunal Talwar 54 149 0 19 Jun 2018
Non-asymptotic Identification of LTI Systems from a Single Trajectory Samet Oymak N. Ozay 54 224 0 14 Jun 2018
Regret Bounds for Robust Adaptive Control of the Linear Quadratic Regulator Sarah Dean Horia Mania Nikolai Matni Benjamin Recht Stephen Tu 49 283 0 23 May 2018
Learning Without Mixing: Towards A Sharp Analysis of Linear System Identification Max Simchowitz Horia Mania Stephen Tu Michael I. Jordan Benjamin Recht 56 340 0 22 Feb 2018
On the Sample Complexity of the Linear Quadratic Regulator Sarah Dean Horia Mania Nikolai Matni Benjamin Recht Stephen Tu 63 575 0 04 Oct 2017
Non-Asymptotic Analysis of Robust Control from Coarse-Grained Identification Stephen Tu Ross Boczar A. Packard Benjamin Recht 51 70 0 15 Jul 2017
A tail inequality for quadratic forms of subgaussian random vectors Daniel J. Hsu Sham Kakade Tong Zhang 130 420 0 13 Oct 2011