Black-Box Control for Linear Dynamical Systems

13 July 2020

Papers citing "Black-Box Control for Linear Dynamical Systems"

17 / 17 papers shown

Title
Learning Stabilizing Policies via an Unstable Subspace Representation Leonardo F. Toso Lintao Ye James Anderson 34 0 0 02 May 2025
On the Hardness of Learning to Stabilize Linear Systems Xiong Zeng Zexiang Liu Zhe Du N. Ozay Mario Sznaier 29 3 0 18 Nov 2023
Optimal Rates for Bandit Nonstochastic Control Y. Jennifer Sun Stephen Newman Elad Hazan 34 7 0 24 May 2023
Neural Operators of Backstepping Controller and Observer Gain Functions for Reaction-Diffusion PDEs Miroslav Krstic Luke Bhan Yuanyuan Shi 56 28 0 18 Mar 2023
A Nonstochastic Control Approach to Optimization Xinyi Chen Elad Hazan 49 5 0 19 Jan 2023
Towards a Theoretical Foundation of Policy Optimization for Learning Control Policies Bin Hu Kaipeng Zhang Na Li M. Mesbahi Maryam Fazel Tamer Bacsar 87 27 0 10 Oct 2022
Actor-Critic based Improper Reinforcement Learning Mohammadi Zaki Avinash Mohan Aditya Gopalan Shie Mannor 21 2 0 19 Jul 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 23 11 0 17 Jun 2022
Regret Analysis of Certainty Equivalence Policies in Continuous-Time Linear-Quadratic Systems Mohamad Kazem Shirani Faradonbeh 16 0 0 09 Jun 2022
Learning to Control under Time-Varying Environment Yuzhen Han Rubén Solozabal Jing Dong Xingyu Zhou Martin Takáč B. Gu 18 2 0 06 Jun 2022
Rate-Optimal Online Convex Optimization in Adaptive Linear Control Asaf B. Cassel Alon Cohen Google Research 34 9 0 03 Jun 2022
Learning to Control Linear Systems can be Hard Anastasios Tsiamis Ingvar M. Ziemann M. Morari Nikolai Matni George J. Pappas 24 14 0 27 May 2022
Efficient Online Linear Control with Stochastic Convex Costs and Unknown Dynamics Asaf B. Cassel Alon Cohen Google Research 23 5 0 02 Mar 2022
SABLAS: Learning Safe Control for Black-box Dynamical Systems Zengyi Qin Dawei Sun Chuchu Fan 28 43 0 06 Jan 2022
Joint Learning-Based Stabilization of Multiple Unknown Linear Systems Mohamad Kazem Shirani Faradonbeh Aditya Modi 21 6 0 01 Jan 2022
Stabilizing Dynamical Systems via Policy Gradient Methods Juan C. Perdomo Jack Umenberger Max Simchowitz 40 44 0 13 Oct 2021
$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 Asaf B. Cassel Tomer Koren OffRL 36 17 0 25 Feb 2021