About: DESIGN OF ASYNCHRONOUS MOTOR CONTROLLER THROUGH Q-LEARNING

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The paper is focused on the effect of reinforcement function and the effect of actions set extension on performance of Q-learning used for small asynchronous electric motor control. The learning process was divided into two phases - pre-learning stage and tutorage stage. Pre-learning stage uses conventional q-learning procedure and requires the computation model of asynchronous motor. This phase is very effective. Second stage - tutorage stage already uses real motor for improvement of settings obtainedd in the first stage. Controller designed this way is used in scalar control. The paper is focused on the effect of reinforcement function and the effect of actions set extension on performance of Q-learning used for small asynchronous electric motor control. The learning process was divided into two phases - pre-learning stage and tutorage stage. Pre-learning stage uses conventional q-learning procedure and requires the computation model of asynchronous motor. This phase is very effective. Second stage - tutorage stage already uses real motor for improvement of settings obtainedd in the first stage. Controller designed this way is used in scalar control. (en) The paper is focused on the effect of reinforcement function and the effect of actions set extension on performance of Q-learning used for small asynchronous electric motor control. The learning process was divided into two phases - pre-learning stage and tutorage stage. Pre-learning stage uses conventional q-learning procedure and requires the computation model of asynchronous motor. This phase is very effective. Second stage - tutorage stage already uses real motor for improvement of settings obtainedd in the first stage. Controller designed this way is used in scalar control. (cs)
Title	DESIGN OF ASYNCHRONOUS MOTOR CONTROLLER THROUGH Q-LEARNING DESIGN OF ASYNCHRONOUS MOTOR CONTROLLER THROUGH Q-LEARNING (en) DESIGN OF ASYNCHRONOUS MOTOR CONTROLLER THROUGH Q-LEARNING (cs)
skos:prefLabel	DESIGN OF ASYNCHRONOUS MOTOR CONTROLLER THROUGH Q-LEARNING DESIGN OF ASYNCHRONOUS MOTOR CONTROLLER THROUGH Q-LEARNING (en) DESIGN OF ASYNCHRONOUS MOTOR CONTROLLER THROUGH Q-LEARNING (cs)
skos:notation	RIV/00216305:26210/05:PU52004!RIV06-MSM-26210___
http://linked.open.../vavai/riv/strany	37-44
http://linked.open...avai/riv/aktivita	Z
http://linked.open...avai/riv/aktivity	Z(MSM0021630518)
http://linked.open...iv/cisloPeriodika	A1
http://linked.open...vai/riv/dodaniDat	2006
http://linked.open...aciTvurceVysledku	Marada, Tomáš Houška, Pavel Březina, Tomáš
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoké učení technické v Brně / Fakulta strojního inženýrství
http://linked.open...dnocenehoVysledku	517381
http://linked.open...ai/riv/idVysledku	RIV/00216305:26210/05:PU52004
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	asynchronous motor, control, q-learning, pre-learning stage, tutorage stage (en)
http://linked.open.../riv/klicoveSlovo	asynchronous motor control pre-learning stage tutorage stage q-learning
http://linked.open...odStatuVydavatele	CZ - Česká republika
http://linked.open...ontrolniKodProRIV	[FF08DC0E3A98]
http://linked.open...i/riv/nazevZdroje	Inženýrská mechanika - Engineering Mechanics
http://linked.open...in/vavai/riv/obor	JD
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...UplatneniVysledku	2005
http://linked.open...v/svazekPeriodika	12
http://linked.open...iv/tvurceVysledku	Březina, Tomáš Houška, Pavel Marada, Tomáš
http://linked.open...n/vavai/riv/zamer	Simulation modelling of mechatronics systems
issn	1210-2717
number of pages	8 (xsd:int)
http://localhost/t...ganizacniJednotka	26210

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