$Online Policy Gradient for Model Free Learning of Linear Quadratic Regulators with $\sqrt{T}$ Regret$

Online Policy Gradient for Model Free Learning of Linear Quadratic Regulators with $\sqrt{T}$ Regret

25 February 2021

Papers citing "Online Policy Gradient for Model Free Learning of Linear Quadratic Regulators with $\sqrt{T}$ Regret"

6 / 6 papers shown

Title
Learning Stabilizing Policies via an Unstable Subspace Representation Leonardo F. Toso Lintao Ye James Anderson 23 0 0 02 May 2025
Optimal Rates for Bandit Nonstochastic Control Y. Jennifer Sun Stephen Newman Elad Hazan 18 7 0 24 May 2023
How are policy gradient methods affected by the limits of control? Ingvar M. Ziemann Anastasios Tsiamis H. Sandberg Nikolai Matni 25 14 0 14 Jun 2022
Learning to Control under Time-Varying Environment Yuzhen Han Rubén Solozabal Jing Dong Xingyu Zhou Martin Takáč B. Gu 13 2 0 06 Jun 2022
Rate-Optimal Online Convex Optimization in Adaptive Linear Control Asaf B. Cassel Alon Cohen Google Research 21 9 0 03 Jun 2022
On the Sample Complexity of Decentralized Linear Quadratic Regulator with Partially Nested Information Structure Lintao Ye Haoqi Zhu V. Gupta 17 14 0 14 Oct 2021