Realtime spectrum monitoring via reinforcement learning : a comparison between Q-Learning and Heuristic Methods

Braun, Tobias; Korzyzkowske, Tobias; Reinhardt, Alwin; Hoeher, Peter; Mietzner, Jan; Putzar, Larissa

doi:10.1109/ICCCMLA63077.2024.10871272

DC Element	Wert	Sprache
dc.contributor.author	Braun, Tobias	-
dc.contributor.author	Korzyzkowske, Tobias	-
dc.contributor.author	Reinhardt, Alwin	-
dc.contributor.author	Hoeher, Peter	-
dc.contributor.author	Mietzner, Jan	-
dc.contributor.author	Putzar, Larissa	-
dc.date.accessioned	2025-02-20T13:32:37Z	-
dc.date.available	2025-02-20T13:32:37Z	-
dc.date.issued	2024-02-11	-
dc.identifier.isbn	979-8-3315-0579-0	en_US
dc.identifier.isbn	979-8-3315-0580-6	en_US
dc.identifier.uri	https://hdl.handle.net/20.500.12738/17154	-
dc.language.iso	en	en_US
dc.publisher	IEEE	en_US
dc.subject	Resource management	en_US
dc.subject	reinforcement learning	en_US
dc.subject	Q-learning	en_US
dc.subject	computerized monitoring	en_US
dc.subject	intelligent automation	en_US
dc.subject.ddc	600: Technik	en_US
dc.title	Realtime spectrum monitoring via reinforcement learning : a comparison between Q-Learning and Heuristic Methods	en
dc.type	inProceedings	en_US
dc.relation.conference	International Conference on Cybernetics, Cognition and Machine Learning Applications 2024	en_US
dc.description.version	PeerReviewed	en_US
tuhh.container.endpage	54	en_US
tuhh.container.startpage	50	en_US
tuhh.oai.show	true	en_US
tuhh.publication.institute	Department Medientechnik	en_US
tuhh.publication.institute	Fakultät Design, Medien und Information	en_US
tuhh.publication.institute	Forschungs- und Transferzentrum Digital Reality	en_US
tuhh.publisher.doi	10.1109/ICCCMLA63077.2024.10871272	-
tuhh.relation.ispartofseries	6th International Conference on Cybernetics, Cognition and Machine Learning Applications : ICCCMLA 2024, 19-20 October 2024 ; Nordakademie University of Applied Sciences Köllner Ch 11, 25337 Elmshorn, Germany	en_US
tuhh.type.opus	InProceedings (Aufsatz / Paper einer Konferenz etc.)	-
dc.type.casrai	Conference Paper	-
dc.type.dini	contributionToPeriodical	-
dc.type.driver	contributionToPeriodical	-
dc.type.status	info:eu-repo/semantics/publishedVersion	en_US
dcterms.DCMIType	Text	-
item.tuhhseriesid	6th International Conference on Cybernetics, Cognition and Machine Learning Applications : ICCCMLA 2024, 19-20 October 2024 ; Nordakademie University of Applied Sciences Köllner Ch 11, 25337 Elmshorn, Germany	-
item.fulltext	No Fulltext	-
item.seriesref	6th International Conference on Cybernetics, Cognition and Machine Learning Applications : ICCCMLA 2024, 19-20 October 2024 ; Nordakademie University of Applied Sciences Köllner Ch 11, 25337 Elmshorn, Germany	-
item.openairetype	inProceedings	-
item.grantfulltext	none	-
item.openairecristype	http://purl.org/coar/resource_type/c_5794	-
item.creatorOrcid	Braun, Tobias	-
item.creatorOrcid	Korzyzkowske, Tobias	-
item.creatorOrcid	Reinhardt, Alwin	-
item.creatorOrcid	Hoeher, Peter	-
item.creatorOrcid	Mietzner, Jan	-
item.creatorOrcid	Putzar, Larissa	-
item.languageiso639-1	en	-
item.cerifentitytype	Publications	-
item.creatorGND	Braun, Tobias	-
item.creatorGND	Korzyzkowske, Tobias	-
item.creatorGND	Reinhardt, Alwin	-
item.creatorGND	Hoeher, Peter	-
item.creatorGND	Mietzner, Jan	-
item.creatorGND	Putzar, Larissa	-
crisitem.author.dept	Department Medientechnik	-
crisitem.author.dept	Department Medientechnik	-
crisitem.author.orcid	0000-0001-9084-9443	-
crisitem.author.parentorg	Fakultät Design, Medien und Information	-
crisitem.author.parentorg	Fakultät Design, Medien und Information	-
Enthalten in den Sammlungen:	Publications without full text