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Regret Lower Bounds for Learning Linear Quadratic Gaussian Systems

Regret Lower Bounds for Learning Linear Quadratic Gaussian Systems

5 January 2022
Ingvar M. Ziemann
H. Sandberg
ArXivPDFHTML

Papers citing "Regret Lower Bounds for Learning Linear Quadratic Gaussian Systems"

4 / 4 papers shown
Title
Statistical Learning Theory for Control: A Finite Sample Perspective
Statistical Learning Theory for Control: A Finite Sample Perspective
Anastasios Tsiamis
Ingvar M. Ziemann
Nikolai Matni
George J. Pappas
28
73
0
12 Sep 2022
How are policy gradient methods affected by the limits of control?
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 Linear Systems can be Hard
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
Minimal Expected Regret in Linear Quadratic Control
Minimal Expected Regret in Linear Quadratic Control
Yassir Jedra
Alexandre Proutiere
OffRL
40
17
0
29 Sep 2021
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