Model-Free Linear Quadratic Control via Reduction to Expert Prediction

Model-Free Linear Quadratic Control via Reduction to Expert Prediction

17 April 2018

Yasin Abbasi-Yadkori

Csaba Szepesvári

Papers citing "Model-Free Linear Quadratic Control via Reduction to Expert Prediction"

14 / 14 papers shown

Title
Learning Expected Reward for Switched Linear Control Systems: A Non-Asymptotic View Muhammad Naeem Miroslav Pajic 49 1 0 15 Jun 2020
Regularized Off-Policy TD-Learning Bo Liu Sridhar Mahadevan Ji Liu OffRL 42 65 0 06 Jun 2020
Finite-Sample Analysis of Proximal Gradient TD Algorithms Bo Liu Ji Liu Mohammad Ghavamzadeh Sridhar Mahadevan Marek Petrik 50 158 0 06 Jun 2020
Introduction to Online Convex Optimization Elad Hazan OffRL 138 1,927 0 07 Sep 2019
Regret Bounds for Robust Adaptive Control of the Linear Quadratic Regulator Sarah Dean Horia Mania Nikolai Matni Benjamin Recht Stephen Tu 46 283 0 23 May 2018
Least-Squares Temporal Difference Learning for the Linear Quadratic Regulator Stephen Tu Benjamin Recht OffRL 60 131 0 22 Dec 2017
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 46 70 0 15 Jul 2017
Thompson Sampling for Linear-Quadratic Control Problems Marc Abeille A. Lazaric 47 55 0 27 Mar 2017
Deep Exploration via Randomized Value Functions Ian Osband Benjamin Van Roy Daniel Russo Zheng Wen 89 304 0 22 Mar 2017
Fast rates for online learning in Linearly Solvable Markov Decision Processes Gergely Neu Vicencc Gómez 31 13 0 21 Feb 2017
Gradient Descent Learns Linear Dynamical Systems Moritz Hardt Tengyu Ma Benjamin Recht 102 239 0 16 Sep 2016
Efficient Reinforcement Learning for High Dimensional Linear Quadratic Systems M. Ibrahimi Adel Javanmard Benjamin Van Roy 68 91 0 24 Mar 2013
Linearly Parameterized Bandits Paat Rusmevichientong J. Tsitsiklis 314 558 0 18 Dec 2008