Control of Dynamics Systems Based on Q-learning

The purpose of the paper is to present an algorithm for solving nonlinear systems control problem based on Q-learning,which is a model-free approach belonging to the adaptive critic family of designs and its advantage over other algorithms of thisfamily is that it does not need a model of the system...

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Main Authors:	Anna Filasova, Juraj Klacik, Jan Kasprisin
Format:	Article
Language:	English
Published:	VSB-Technical University of Ostrava 2004-01-01
Series:	Advances in Electrical and Electronic Engineering
Subjects:	dynamics systems q-learning power system.
Online Access:	http://advances.utc.sk/index.php/AEEE/article/view/286

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spelling	doaj-37406b18d9dc46729c568cb36152dcd92021-10-11T08:03:00ZengVSB-Technical University of OstravaAdvances in Electrical and Electronic Engineering1336-13761804-31192004-01-01331923344Control of Dynamics Systems Based on Q-learningAnna FilasovaJuraj KlacikJan KasprisinThe purpose of the paper is to present an algorithm for solving nonlinear systems control problem based on Q-learning,which is a model-free approach belonging to the adaptive critic family of designs and its advantage over other algorithms of thisfamily is that it does not need a model of the system. The example application is concerning the model of power system.http://advances.utc.sk/index.php/AEEE/article/view/286dynamics systemsq-learningpower system.
collection	DOAJ
language	English
format	Article
sources	DOAJ
author	Anna Filasova Juraj Klacik Jan Kasprisin
spellingShingle	Anna Filasova Juraj Klacik Jan Kasprisin Control of Dynamics Systems Based on Q-learning Advances in Electrical and Electronic Engineering dynamics systems q-learning power system.
author_facet	Anna Filasova Juraj Klacik Jan Kasprisin
author_sort	Anna Filasova
title	Control of Dynamics Systems Based on Q-learning
title_short	Control of Dynamics Systems Based on Q-learning
title_full	Control of Dynamics Systems Based on Q-learning
title_fullStr	Control of Dynamics Systems Based on Q-learning
title_full_unstemmed	Control of Dynamics Systems Based on Q-learning
title_sort	control of dynamics systems based on q-learning
publisher	VSB-Technical University of Ostrava
series	Advances in Electrical and Electronic Engineering
issn	1336-1376 1804-3119
publishDate	2004-01-01
description	The purpose of the paper is to present an algorithm for solving nonlinear systems control problem based on Q-learning,which is a model-free approach belonging to the adaptive critic family of designs and its advantage over other algorithms of thisfamily is that it does not need a model of the system. The example application is concerning the model of power system.
topic	dynamics systems q-learning power system.
url	http://advances.utc.sk/index.php/AEEE/article/view/286
work_keys_str_mv	AT annafilasova controlofdynamicssystemsbasedonqlearning AT jurajklacik controlofdynamicssystemsbasedonqlearning AT jankasprisin controlofdynamicssystemsbasedonqlearning
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Control of Dynamics Systems Based on Q-learning

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