Paper Info
Title
Learning Linear-Quadratic Regulators Efficiently with only $\sqrt{T}$ Regret.
Abstract
We present the first computationally-efficient algorithm with $widetilde O(sqrt{T})$ regret for learning in Linear Quadratic Control systems with unknown dynamics. By that, we resolve an open question of Abbasi-Yadkori and Szepesvu0027ari (2011) and Dean, Mania, Matni, Recht, and Tu (2018).
Year
Venue
DocType
2019
arXiv: Learning
Journal
Volume
Citations 
PageRank 
abs/1902.06223
0
0.34
References 
Authors
14
3
Name
Order
Citations
PageRank
Alon Cohen1115.28
Tomer Koren218222.99
Yishay Mansour36211745.95