Efficient Reinforcement Learning for High Dimensional Linear Quadratic Systems

24 March 2013

Papers citing "Efficient Reinforcement Learning for High Dimensional Linear Quadratic Systems"

18 / 18 papers shown

Title
Efficient Diversity-based Experience Replay for Deep Reinforcement Learning Kaiyan Zhao Yiming Wang Yuyang Chen Yan Li Leong Hou U Xiaoguang Niu 39 1 0 27 Oct 2024
Optimal Rates for Bandit Nonstochastic Control Y. Jennifer Sun Stephen Newman Elad Hazan 26 7 0 24 May 2023
Does Sparsity Help in Learning Misspecified Linear Bandits? Jialin Dong Lin F. Yang 25 1 0 29 Mar 2023
Rate-Optimal Online Convex Optimization in Adaptive Linear Control Asaf B. Cassel Alon Cohen Google Research 34 9 0 03 Jun 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
Regret Analysis of Distributed Online LQR Control for Unknown LTI Systems Ting-Jui Chang Shahin Shahrampour 24 8 0 15 May 2021
Closed-loop Parameter Identification of Linear Dynamical Systems through the Lens of Feedback Channel Coding Theory A. Pedram Takashi Tanaka 9 0 0 27 Mar 2020
Robust-Adaptive Control of Linear Systems: beyond Quadratic Costs Edouard Leurent D. Efimov Odalric-Ambrym Maillard 22 3 0 25 Feb 2020
Alice's Adventures in the Markovian World Zhanzhan Zhao Haoran Sun 22 0 0 21 Jul 2019
Robust exploration in linear quadratic reinforcement learning Jack Umenberger Mina Ferizbegovic Thomas B. Schon H. Hjalmarsson 17 37 0 04 Jun 2019
Finite-time Analysis of Approximate Policy Iteration for the Linear Quadratic Regulator K. Krauth Stephen Tu Benjamin Recht 11 57 0 30 May 2019
Input Perturbations for Adaptive Control and Learning Mohamad Kazem Shirani Faradonbeh Ambuj Tewari George Michailidis 21 46 0 10 Nov 2018
Online Linear Quadratic Control Alon Cohen Avinatan Hassidim Tomer Koren N. Lazić Yishay Mansour Kunal Talwar 19 147 0 19 Jun 2018
Model-Free Linear Quadratic Control via Reduction to Expert Prediction Yasin Abbasi-Yadkori N. Lazić Csaba Szepesvári OffRL 13 94 0 17 Apr 2018
Optimism-Based Adaptive Regulation of Linear-Quadratic Systems Mohamad Kazem Shirani Faradonbeh Ambuj Tewari George Michailidis 33 57 0 20 Nov 2017
On the Sample Complexity of the Linear Quadratic Regulator Sarah Dean Horia Mania Nikolai Matni Benjamin Recht Stephen Tu 40 569 0 04 Oct 2017
Deep Exploration via Randomized Value Functions Ian Osband Benjamin Van Roy Daniel Russo Zheng Wen 41 300 0 22 Mar 2017
Support Recovery for the Drift Coefficient of High-Dimensional Diffusions José Bento M. Ibrahimi 35 6 0 19 Aug 2013