Algorithmic foundations of reinforcement learning

Pareigis, Stephan

doi:10.1007/978-3-031-61418-7_1

DC Field	Value	Language
dc.contributor.author	Pareigis, Stephan	-
dc.date.accessioned	2024-09-30T07:57:25Z	-
dc.date.available	2024-09-30T07:57:25Z	-
dc.date.issued	2024-06-08	-
dc.identifier.isbn	978-3-031-61418-7	en_US
dc.identifier.isbn	978-3-031-61417-0	en_US
dc.identifier.isbn	978-3-031-61419-4	en_US
dc.identifier.issn	2367-3389	en_US
dc.identifier.uri	https://hdl.handle.net/20.500.12738/16347	-
dc.language.iso	en	en_US
dc.publisher	Springer	en_US
dc.relation.ispartof	Lecture notes in networks and systems	en_US
dc.subject	A2C	en_US
dc.subject	DDPG	en_US
dc.subject	deep reinforcement learning	en_US
dc.subject	DQN	en_US
dc.subject	dynamic programming	en_US
dc.subject	exploration vs exploitation	en_US
dc.subject	markov-decision process	en_US
dc.subject	MDP	en_US
dc.subject	offline reinforcement learning	en_US
dc.subject	policy gradient methods	en_US
dc.subject	PPO	en_US
dc.subject	Q-learning	en_US
dc.subject	REINFORCE	en_US
dc.subject	reinforcement learning	en_US
dc.subject	robotics	en_US
dc.subject	SAC	en_US
dc.subject	SARSA	en_US
dc.subject	sparse rewards	en_US
dc.subject.ddc	600: Technik	en_US
dc.title	Algorithmic foundations of reinforcement learning	en
dc.type	inProceedings	en_US
dc.relation.conference	International Conference on Autonomous Systems 2023	en_US
dc.description.version	PeerReviewed	en_US
local.contributorPerson.editor	Unger, Herwig	-
local.contributorPerson.editor	Schaible, Marcel	-
tuhh.container.endpage	27	en_US
tuhh.container.startpage	1	en_US
tuhh.container.volume	1009	en_US
tuhh.oai.show	true	en_US
tuhh.publication.institute	Department Informatik	en_US
tuhh.publication.institute	Fakultät Technik und Informatik	en_US
tuhh.publisher.doi	10.1007/978-3-031-61418-7_1	-
tuhh.relation.ispartofseries	Advances in Real-Time and Autonomous Systems : Proceedings of the 15th International Conference on Autonomous Systems	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	-
tuhh.version.edition	1st ed. 2024	en_US
item.seriesref	Advances in Real-Time and Autonomous Systems : Proceedings of the 15th International Conference on Autonomous Systems	-
item.tuhhseriesid	Advances in Real-Time and Autonomous Systems : Proceedings of the 15th International Conference on Autonomous Systems	-
item.creatorGND	Pareigis, Stephan	-
item.languageiso639-1	en	-
item.cerifentitytype	Publications	-
item.openairecristype	http://purl.org/coar/resource_type/c_5794	-
item.creatorOrcid	Pareigis, Stephan	-
item.fulltext	No Fulltext	-
item.grantfulltext	none	-
item.openairetype	inProceedings	-
crisitem.author.dept	Department Informatik	-
crisitem.author.orcid	0000-0002-7238-0976	-
crisitem.author.parentorg	Fakultät Technik und Informatik	-
Appears in Collections:	Publications without full text