Learning hierarchical acquisition functions for bayesian optimization

Nils Rottmann; Tjasa Kunavar; Jan Babic; Jan Peters; Elmar Rueckert

doi:10.1109/IROS45743.2020.9341335

Learning hierarchical acquisition functions for bayesian optimization

Nils Rottmann
, Tjasa Kunavar
, Jan Babic
, Jan Peters
, Elmar Rueckert

Lehrstuhl für Cyber Physical Systems (190)

Universität Lübeck
Jožef Stefan Institute, Ljubljana
Technische Universität Darmstadt
Max-Planck Institut für Intelligente Systeme

Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in Konferenzband

Originalsprache	Englisch
Titel	IEEE International Conference on Intelligent Robots and Systems
Seiten	5490-5496
Seitenumfang	7
DOIs	https://doi.org/10.1109/IROS45743.2020.9341335
Publikationsstatus	Veröffentlicht - 24 Okt. 2020
Veranstaltung	2020 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2020 - Las Vegas, USA / Vereinigte Staaten Dauer: 24 Okt. 2020 → 24 Jan. 2021

Publikationsreihe

Name	IEEE International Conference on Intelligent Robots and Systems
ISSN (Print)	2153-0858

Konferenz

Konferenz	2020 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2020
Land/Gebiet	USA / Vereinigte Staaten
Ort	Las Vegas
Zeitraum	24/10/20 → 24/01/21

Bibliographische Notiz

Funding Information:
V. ACKNOWLEDGEMENT This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No #713010 (GOAL-Robots), No #640554 (SKILLS4ROBOTS) and by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) - No #430054590 (TRAIN).

Publisher Copyright:
© 2020 IEEE.

Zugriff auf Dokument

10.1109/IROS45743.2020.9341335

Andere Dateien und Links

Verknüpfung zur Publikation in Scopus

Dieses zitieren

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title = "Learning hierarchical acquisition functions for bayesian optimization",

author = "Nils Rottmann and Tjasa Kunavar and Jan Babic and Jan Peters and Elmar Rueckert",

note = "Publisher Copyright: {\textcopyright} 2020 IEEE.; 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2020 ; Conference date: 24-10-2020 Through 24-01-2021",

year = "2020",

month = oct,

day = "24",

doi = "10.1109/IROS45743.2020.9341335",

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Rottmann, N, Kunavar, T, Babic, J, Peters, J & Rueckert, E 2020, Learning hierarchical acquisition functions for bayesian optimization. in IEEE International Conference on Intelligent Robots and Systems. IEEE International Conference on Intelligent Robots and Systems, S. 5490-5496, 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2020, Las Vegas, USA / Vereinigte Staaten, 24/10/20. https://doi.org/10.1109/IROS45743.2020.9341335

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AU - Rottmann, Nils

AU - Kunavar, Tjasa

AU - Babic, Jan

AU - Peters, Jan

AU - Rueckert, Elmar

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Y1 - 2020/10/24

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DO - 10.1109/IROS45743.2020.9341335

M3 - Conference contribution

AN - SCOPUS:85102413025

T3 - IEEE International Conference on Intelligent Robots and Systems

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BT - IEEE International Conference on Intelligent Robots and Systems

T2 - 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2020

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