---
_id: '42049'
abstract:
- lang: eng
text: "Long-range quantum communication requires the development of in-out\r\nlight-matter
interfaces to achieve a quantum advantage in entanglement\r\ndistribution. Ideally,
these quantum interconnections should be as fast as\r\npossible to achieve high-rate
entangled qubits distribution. Here, we\r\ndemonstrate the coherent quanta exchange
between single photons generated\r\non-demand from a GaAs quantum dot and atomic
ensemble in a $^{87}$Rb vapor\r\nquantum memory. Through an open quantum system
analysis, we demonstrate the\r\nmapping between the quantized electric field of
photons and the coherence of\r\nthe atomic ensemble. Our results play a pivotal
role in understanding quantum\r\nlight-matter interactions at the short time scales
required to build fast\r\nhybrid quantum networks."
author:
- first_name: Guo-Dong
full_name: Cui, Guo-Dong
last_name: Cui
- first_name: Lucas
full_name: Schweickert, Lucas
last_name: Schweickert
- first_name: Klaus D.
full_name: Jöns, Klaus D.
id: '85353'
last_name: Jöns
- first_name: Mehdi
full_name: Namazi, Mehdi
last_name: Namazi
- first_name: Thomas
full_name: Lettner, Thomas
last_name: Lettner
- first_name: Katharina D.
full_name: Zeuner, Katharina D.
last_name: Zeuner
- first_name: Lara Scavuzzo
full_name: Montaña, Lara Scavuzzo
last_name: Montaña
- first_name: Saimon Filipe Covre da
full_name: Silva, Saimon Filipe Covre da
last_name: Silva
- first_name: Marcus
full_name: Reindl, Marcus
last_name: Reindl
- first_name: Huiying
full_name: Huang, Huiying
last_name: Huang
- first_name: Rinaldo
full_name: Trotta, Rinaldo
last_name: Trotta
- first_name: Armando
full_name: Rastelli, Armando
last_name: Rastelli
- first_name: Val
full_name: Zwiller, Val
last_name: Zwiller
- first_name: Eden
full_name: Figueroa, Eden
last_name: Figueroa
citation:
ama: Cui G-D, Schweickert L, Jöns KD, et al. Coherent Quantum Interconnection between
On-Demand Quantum Dot Single Photons and a Resonant Atomic Quantum Memory. arXiv:230110326.
Published online 2023.
apa: Cui, G.-D., Schweickert, L., Jöns, K. D., Namazi, M., Lettner, T., Zeuner,
K. D., Montaña, L. S., Silva, S. F. C. da, Reindl, M., Huang, H., Trotta, R.,
Rastelli, A., Zwiller, V., & Figueroa, E. (2023). Coherent Quantum Interconnection
between On-Demand Quantum Dot Single Photons and a Resonant Atomic Quantum Memory.
In arXiv:2301.10326.
bibtex: '@article{Cui_Schweickert_Jöns_Namazi_Lettner_Zeuner_Montaña_Silva_Reindl_Huang_et
al._2023, title={Coherent Quantum Interconnection between On-Demand Quantum Dot
Single Photons and a Resonant Atomic Quantum Memory}, journal={arXiv:2301.10326},
author={Cui, Guo-Dong and Schweickert, Lucas and Jöns, Klaus D. and Namazi, Mehdi
and Lettner, Thomas and Zeuner, Katharina D. and Montaña, Lara Scavuzzo and Silva,
Saimon Filipe Covre da and Reindl, Marcus and Huang, Huiying and et al.}, year={2023}
}'
chicago: Cui, Guo-Dong, Lucas Schweickert, Klaus D. Jöns, Mehdi Namazi, Thomas Lettner,
Katharina D. Zeuner, Lara Scavuzzo Montaña, et al. “Coherent Quantum Interconnection
between On-Demand Quantum Dot Single Photons and a Resonant Atomic Quantum Memory.”
ArXiv:2301.10326, 2023.
ieee: G.-D. Cui et al., “Coherent Quantum Interconnection between On-Demand
Quantum Dot Single Photons and a Resonant Atomic Quantum Memory,” arXiv:2301.10326.
2023.
mla: Cui, Guo-Dong, et al. “Coherent Quantum Interconnection between On-Demand Quantum
Dot Single Photons and a Resonant Atomic Quantum Memory.” ArXiv:2301.10326,
2023.
short: G.-D. Cui, L. Schweickert, K.D. Jöns, M. Namazi, T. Lettner, K.D. Zeuner,
L.S. Montaña, S.F.C. da Silva, M. Reindl, H. Huang, R. Trotta, A. Rastelli, V.
Zwiller, E. Figueroa, ArXiv:2301.10326 (2023).
date_created: 2023-02-13T11:25:45Z
date_updated: 2023-02-13T11:28:56Z
department:
- _id: '642'
external_id:
arxiv:
- '2301.10326'
language:
- iso: eng
publication: arXiv:2301.10326
status: public
title: Coherent Quantum Interconnection between On-Demand Quantum Dot Single Photons
and a Resonant Atomic Quantum Memory
type: preprint
user_id: '14931'
year: '2023'
...
---
_id: '34402'
author:
- first_name: Enes
full_name: Yigitbas, Enes
id: '8447'
last_name: Yigitbas
orcid: 0000-0002-5967-833X
- first_name: Jonas
full_name: Klauke, Jonas
id: '40915'
last_name: Klauke
orcid: 0000-0001-9160-9636
- first_name: Sebastian
full_name: Gottschalk, Sebastian
id: '47208'
last_name: Gottschalk
- first_name: Gregor
full_name: Engels, Gregor
id: '107'
last_name: Engels
citation:
ama: Yigitbas E, Klauke J, Gottschalk S, Engels G. End-User Development of Interactive
Web-Based Virtual Reality Scenes. Journal on Computer Languages (COLA) .
Published online 2023.
apa: Yigitbas, E., Klauke, J., Gottschalk, S., & Engels, G. (2023). End-User
Development of Interactive Web-Based Virtual Reality Scenes. Journal on Computer
Languages (COLA) .
bibtex: '@article{Yigitbas_Klauke_Gottschalk_Engels_2023, title={End-User Development
of Interactive Web-Based Virtual Reality Scenes}, journal={Journal on Computer
Languages (COLA) }, publisher={Elsevier}, author={Yigitbas, Enes and Klauke, Jonas
and Gottschalk, Sebastian and Engels, Gregor}, year={2023} }'
chicago: Yigitbas, Enes, Jonas Klauke, Sebastian Gottschalk, and Gregor Engels.
“End-User Development of Interactive Web-Based Virtual Reality Scenes.” Journal
on Computer Languages (COLA) , 2023.
ieee: E. Yigitbas, J. Klauke, S. Gottschalk, and G. Engels, “End-User Development
of Interactive Web-Based Virtual Reality Scenes,” Journal on Computer Languages
(COLA) , 2023.
mla: Yigitbas, Enes, et al. “End-User Development of Interactive Web-Based Virtual
Reality Scenes.” Journal on Computer Languages (COLA) , Elsevier, 2023.
short: E. Yigitbas, J. Klauke, S. Gottschalk, G. Engels, Journal on Computer Languages
(COLA) (2023).
date_created: 2022-12-12T20:04:29Z
date_updated: 2023-02-14T10:48:12Z
department:
- _id: '66'
- _id: '534'
language:
- iso: eng
publication: 'Journal on Computer Languages (COLA) '
publisher: Elsevier
status: public
title: End-User Development of Interactive Web-Based Virtual Reality Scenes
type: journal_article
user_id: '8447'
year: '2023'
...
---
_id: '33511'
author:
- first_name: Enes
full_name: Yigitbas, Enes
id: '8447'
last_name: Yigitbas
orcid: 0000-0002-5967-833X
- first_name: Gregor
full_name: Engels, Gregor
id: '107'
last_name: Engels
citation:
ama: 'Yigitbas E, Engels G. Enhancing Robot Programming through Digital Twin and
Augmented Reality . In: 56th Hawaii International Conference on System Science
(HICSS 2023) . ScholarSpace; 2023.'
apa: Yigitbas, E., & Engels, G. (2023). Enhancing Robot Programming through
Digital Twin and Augmented Reality . 56th Hawaii International Conference on
System Science (HICSS 2023) .
bibtex: '@inproceedings{Yigitbas_Engels_2023, title={Enhancing Robot Programming
through Digital Twin and Augmented Reality }, booktitle={56th Hawaii International
Conference on System Science (HICSS 2023) }, publisher={ScholarSpace}, author={Yigitbas,
Enes and Engels, Gregor}, year={2023} }'
chicago: Yigitbas, Enes, and Gregor Engels. “Enhancing Robot Programming through
Digital Twin and Augmented Reality .” In 56th Hawaii International Conference
on System Science (HICSS 2023) . ScholarSpace, 2023.
ieee: E. Yigitbas and G. Engels, “Enhancing Robot Programming through Digital Twin
and Augmented Reality ,” 2023.
mla: Yigitbas, Enes, and Gregor Engels. “Enhancing Robot Programming through Digital
Twin and Augmented Reality .” 56th Hawaii International Conference on System
Science (HICSS 2023) , ScholarSpace, 2023.
short: 'E. Yigitbas, G. Engels, in: 56th Hawaii International Conference on System
Science (HICSS 2023) , ScholarSpace, 2023.'
date_created: 2022-10-04T13:30:06Z
date_updated: 2023-02-14T10:49:19Z
department:
- _id: '66'
- _id: '534'
language:
- iso: eng
publication: '56th Hawaii International Conference on System Science (HICSS 2023) '
publisher: ScholarSpace
status: public
title: 'Enhancing Robot Programming through Digital Twin and Augmented Reality '
type: conference
user_id: '8447'
year: '2023'
...
---
_id: '34401'
author:
- first_name: Enes
full_name: Yigitbas, Enes
id: '8447'
last_name: Yigitbas
orcid: 0000-0002-5967-833X
- first_name: Sebastian
full_name: Krois, Sebastian
last_name: Krois
- first_name: Sebastian
full_name: Gottschalk, Sebastian
id: '47208'
last_name: Gottschalk
- first_name: Gregor
full_name: Engels, Gregor
id: '107'
last_name: Engels
citation:
ama: 'Yigitbas E, Krois S, Gottschalk S, Engels G. Towards Enhanced Guiding Mechanisms
in VR Training through Process Mining. In: Proceedings of the 7th International
Conference on Human Computer Interaction Theory and Applications (HUCAPP’23) .
; 2023.'
apa: Yigitbas, E., Krois, S., Gottschalk, S., & Engels, G. (2023). Towards Enhanced
Guiding Mechanisms in VR Training through Process Mining. Proceedings of the
7th International Conference on Human Computer Interaction Theory and Applications
(HUCAPP’23) .
bibtex: '@inproceedings{Yigitbas_Krois_Gottschalk_Engels_2023, title={Towards Enhanced
Guiding Mechanisms in VR Training through Process Mining}, booktitle={Proceedings
of the 7th International Conference on Human Computer Interaction Theory and Applications
(HUCAPP’23) }, author={Yigitbas, Enes and Krois, Sebastian and Gottschalk, Sebastian
and Engels, Gregor}, year={2023} }'
chicago: Yigitbas, Enes, Sebastian Krois, Sebastian Gottschalk, and Gregor Engels.
“Towards Enhanced Guiding Mechanisms in VR Training through Process Mining.” In
Proceedings of the 7th International Conference on Human Computer Interaction
Theory and Applications (HUCAPP’23) , 2023.
ieee: E. Yigitbas, S. Krois, S. Gottschalk, and G. Engels, “Towards Enhanced Guiding
Mechanisms in VR Training through Process Mining,” 2023.
mla: Yigitbas, Enes, et al. “Towards Enhanced Guiding Mechanisms in VR Training
through Process Mining.” Proceedings of the 7th International Conference on
Human Computer Interaction Theory and Applications (HUCAPP’23) , 2023.
short: 'E. Yigitbas, S. Krois, S. Gottschalk, G. Engels, in: Proceedings of the
7th International Conference on Human Computer Interaction Theory and Applications
(HUCAPP’23) , 2023.'
date_created: 2022-12-12T20:02:01Z
date_updated: 2023-02-14T10:49:40Z
department:
- _id: '66'
- _id: '534'
language:
- iso: eng
publication: 'Proceedings of the 7th International Conference on Human Computer Interaction
Theory and Applications (HUCAPP''23) '
status: public
title: Towards Enhanced Guiding Mechanisms in VR Training through Process Mining
type: conference
user_id: '8447'
year: '2023'
...
---
_id: '42118'
author:
- first_name: Franziska Katharina
full_name: Haase, Franziska Katharina
id: '63237'
last_name: Haase
orcid: 0000-0001-8127-8458
- first_name: Annika
full_name: Prien, Annika
last_name: Prien
- first_name: Linda
full_name: Douw, Linda
last_name: Douw
- first_name: Nina
full_name: Feddermann‐Demont, Nina
last_name: Feddermann‐Demont
- first_name: Astrid
full_name: Junge, Astrid
last_name: Junge
- first_name: Claus
full_name: Reinsberger, Claus
id: '48978'
last_name: Reinsberger
citation:
ama: Haase FK, Prien A, Douw L, Feddermann‐Demont N, Junge A, Reinsberger C. Cortical
thickness and neurocognitive performance in former high‐level female soccer and
non‐contact sport athletes. Scandinavian Journal of Medicine & Science
in Sports. Published online 2023. doi:10.1111/sms.14324
apa: Haase, F. K., Prien, A., Douw, L., Feddermann‐Demont, N., Junge, A., &
Reinsberger, C. (2023). Cortical thickness and neurocognitive performance in former
high‐level female soccer and non‐contact sport athletes. Scandinavian Journal
of Medicine & Science in Sports. https://doi.org/10.1111/sms.14324
bibtex: '@article{Haase_Prien_Douw_Feddermann‐Demont_Junge_Reinsberger_2023, title={Cortical
thickness and neurocognitive performance in former high‐level female soccer and
non‐contact sport athletes}, DOI={10.1111/sms.14324},
journal={Scandinavian Journal of Medicine & Science in Sports}, publisher={Wiley},
author={Haase, Franziska Katharina and Prien, Annika and Douw, Linda and Feddermann‐Demont,
Nina and Junge, Astrid and Reinsberger, Claus}, year={2023} }'
chicago: Haase, Franziska Katharina, Annika Prien, Linda Douw, Nina Feddermann‐Demont,
Astrid Junge, and Claus Reinsberger. “Cortical Thickness and Neurocognitive Performance
in Former High‐level Female Soccer and Non‐contact Sport Athletes.” Scandinavian
Journal of Medicine & Science in Sports, 2023. https://doi.org/10.1111/sms.14324.
ieee: 'F. K. Haase, A. Prien, L. Douw, N. Feddermann‐Demont, A. Junge, and C. Reinsberger,
“Cortical thickness and neurocognitive performance in former high‐level female
soccer and non‐contact sport athletes,” Scandinavian Journal of Medicine &
Science in Sports, 2023, doi: 10.1111/sms.14324.'
mla: Haase, Franziska Katharina, et al. “Cortical Thickness and Neurocognitive Performance
in Former High‐level Female Soccer and Non‐contact Sport Athletes.” Scandinavian
Journal of Medicine & Science in Sports, Wiley, 2023, doi:10.1111/sms.14324.
short: F.K. Haase, A. Prien, L. Douw, N. Feddermann‐Demont, A. Junge, C. Reinsberger,
Scandinavian Journal of Medicine & Science in Sports (2023).
date_created: 2023-02-14T15:42:22Z
date_updated: 2023-02-14T16:02:36Z
department:
- _id: '35'
- _id: '176'
- _id: '17'
doi: 10.1111/sms.14324
keyword:
- Physical Therapy
- Sports Therapy and Rehabilitation
- Orthopedics and Sports Medicine
language:
- iso: eng
publication: Scandinavian Journal of Medicine & Science in Sports
publication_identifier:
issn:
- 0905-7188
- 1600-0838
publication_status: published
publisher: Wiley
status: public
title: Cortical thickness and neurocognitive performance in former high‐level female
soccer and non‐contact sport athletes
type: journal_article
user_id: '63237'
year: '2023'
...
---
_id: '42154'
author:
- first_name: Matthias
full_name: Matthias Philipper
id: '29497'
last_name: Philipper
citation:
ama: Philipper M. New Quick And Easy Publication - Will be edited by LibreCat team.
Quick And Easy Journal Title. Published online 2023.
apa: Philipper, M. (2023). New Quick And Easy Publication - Will be edited by LibreCat
team. Quick And Easy Journal Title.
bibtex: '@article{Philipper_2023, title={New Quick And Easy Publication - Will be
edited by LibreCat team}, journal={Quick And Easy Journal Title}, author={Philipper,
Matthias}, year={2023} }'
chicago: Philipper, Matthias. “New Quick And Easy Publication - Will Be Edited by
LibreCat Team.” Quick And Easy Journal Title, 2023.
ieee: M. Philipper, “New Quick And Easy Publication - Will be edited by LibreCat
team,” Quick And Easy Journal Title, 2023.
mla: Philipper, Matthias. “New Quick And Easy Publication - Will Be Edited by LibreCat
Team.” Quick And Easy Journal Title, 2023.
short: M. Philipper, Quick And Easy Journal Title (2023).
date_created: 2023-02-15T10:21:52Z
date_updated: 2023-02-15T10:22:22Z
file:
- access_level: open_access
content_type: application/pdf
creator: mphilipp
date_created: 2023-02-15T10:21:46Z
date_updated: 2023-02-15T10:21:46Z
file_id: '42155'
file_name: gav_gav-202002-0005.pdf
file_size: 171854
relation: main_file
file_date_updated: 2023-02-15T10:21:46Z
has_accepted_license: 1
oa: '1'
publication: Quick And Easy Journal Title
status: public
title: New Quick And Easy Publication - Will be edited by LibreCat team
type: journal_article
user_id: '29497'
year: '2023'
...
---
_id: '42158'
article_number: '014072'
author:
- first_name: Carolin
full_name: Lüders, Carolin
last_name: Lüders
- first_name: Jano
full_name: Gil-Lopez, Jano
last_name: Gil-Lopez
- first_name: Markus
full_name: Allgaier, Markus
last_name: Allgaier
- first_name: Benjamin
full_name: Brecht, Benjamin
id: '27150'
last_name: Brecht
orcid: '0000-0003-4140-0556 '
- first_name: Marc
full_name: Aßmann, Marc
last_name: Aßmann
- first_name: Christine
full_name: Silberhorn, Christine
id: '26263'
last_name: Silberhorn
- first_name: Manfred
full_name: Bayer, Manfred
last_name: Bayer
citation:
ama: Lüders C, Gil-Lopez J, Allgaier M, et al. Tailored Frequency Conversion Makes
Infrared Light Visible for Streak Cameras. Physical Review Applied. 2023;19(1).
doi:10.1103/physrevapplied.19.014072
apa: Lüders, C., Gil-Lopez, J., Allgaier, M., Brecht, B., Aßmann, M., Silberhorn,
C., & Bayer, M. (2023). Tailored Frequency Conversion Makes Infrared Light
Visible for Streak Cameras. Physical Review Applied, 19(1), Article
014072. https://doi.org/10.1103/physrevapplied.19.014072
bibtex: '@article{Lüders_Gil-Lopez_Allgaier_Brecht_Aßmann_Silberhorn_Bayer_2023,
title={Tailored Frequency Conversion Makes Infrared Light Visible for Streak Cameras},
volume={19}, DOI={10.1103/physrevapplied.19.014072},
number={1014072}, journal={Physical Review Applied}, publisher={American Physical
Society (APS)}, author={Lüders, Carolin and Gil-Lopez, Jano and Allgaier, Markus
and Brecht, Benjamin and Aßmann, Marc and Silberhorn, Christine and Bayer, Manfred},
year={2023} }'
chicago: Lüders, Carolin, Jano Gil-Lopez, Markus Allgaier, Benjamin Brecht, Marc
Aßmann, Christine Silberhorn, and Manfred Bayer. “Tailored Frequency Conversion
Makes Infrared Light Visible for Streak Cameras.” Physical Review Applied
19, no. 1 (2023). https://doi.org/10.1103/physrevapplied.19.014072.
ieee: 'C. Lüders et al., “Tailored Frequency Conversion Makes Infrared Light
Visible for Streak Cameras,” Physical Review Applied, vol. 19, no. 1, Art.
no. 014072, 2023, doi: 10.1103/physrevapplied.19.014072.'
mla: Lüders, Carolin, et al. “Tailored Frequency Conversion Makes Infrared Light
Visible for Streak Cameras.” Physical Review Applied, vol. 19, no. 1, 014072,
American Physical Society (APS), 2023, doi:10.1103/physrevapplied.19.014072.
short: C. Lüders, J. Gil-Lopez, M. Allgaier, B. Brecht, M. Aßmann, C. Silberhorn,
M. Bayer, Physical Review Applied 19 (2023).
date_created: 2023-02-15T10:50:17Z
date_updated: 2023-02-15T10:51:33Z
department:
- _id: '15'
- _id: '623'
doi: 10.1103/physrevapplied.19.014072
intvolume: ' 19'
issue: '1'
keyword:
- General Physics and Astronomy
language:
- iso: eng
project:
- _id: '71'
name: 'TRR 142 - C01: TRR 142 - Subproject C01'
publication: Physical Review Applied
publication_identifier:
issn:
- 2331-7019
publication_status: published
publisher: American Physical Society (APS)
status: public
title: Tailored Frequency Conversion Makes Infrared Light Visible for Streak Cameras
type: journal_article
user_id: '27150'
volume: 19
year: '2023'
...
---
_id: '34008'
author:
- first_name: Jannik
full_name: Castenow, Jannik
id: '38705'
last_name: Castenow
- first_name: Jonas
full_name: Harbig, Jonas
id: '47213'
last_name: Harbig
- first_name: Daniel
full_name: Jung, Daniel
id: '37827'
last_name: Jung
- first_name: Peter
full_name: Kling, Peter
last_name: Kling
- first_name: Till
full_name: Knollmann, Till
id: '39241'
last_name: Knollmann
orcid: 0000-0003-2014-4696
- first_name: Friedhelm
full_name: Meyer auf der Heide, Friedhelm
id: '15523'
last_name: Meyer auf der Heide
citation:
ama: 'Castenow J, Harbig J, Jung D, Kling P, Knollmann T, Meyer auf der Heide F.
A Unifying Approach to Efficient (Near-)Gathering of Disoriented Robots with Limited
Visibility . In: Hillel E, Palmieri R, Riviére E, eds. Proceedings of the 26th
International Conference on Principles of Distributed Systems (OPODIS) . Vol
253. Leibniz International Proceedings in Informatics (LIPIcs). Schloss Dagstuhl
– Leibniz Zentrum für Informatik; 2023:15:1–15:25. doi:10.4230/LIPIcs.OPODIS.2022.15'
apa: Castenow, J., Harbig, J., Jung, D., Kling, P., Knollmann, T., & Meyer auf
der Heide, F. (2023). A Unifying Approach to Efficient (Near-)Gathering of Disoriented
Robots with Limited Visibility . In E. Hillel, R. Palmieri, & E. Riviére (Eds.),
Proceedings of the 26th International Conference on Principles of Distributed
Systems (OPODIS) (Vol. 253, p. 15:1–15:25). Schloss Dagstuhl – Leibniz Zentrum
für Informatik. https://doi.org/10.4230/LIPIcs.OPODIS.2022.15
bibtex: '@inproceedings{Castenow_Harbig_Jung_Kling_Knollmann_Meyer auf der Heide_2023,
place={Brussels}, series={Leibniz International Proceedings in Informatics (LIPIcs)},
title={A Unifying Approach to Efficient (Near-)Gathering of Disoriented Robots
with Limited Visibility }, volume={253}, DOI={10.4230/LIPIcs.OPODIS.2022.15},
booktitle={Proceedings of the 26th International Conference on Principles of Distributed
Systems (OPODIS) }, publisher={Schloss Dagstuhl – Leibniz Zentrum für Informatik},
author={Castenow, Jannik and Harbig, Jonas and Jung, Daniel and Kling, Peter and
Knollmann, Till and Meyer auf der Heide, Friedhelm}, editor={Hillel, Eshcar and
Palmieri, Roberto and Riviére, Etienne}, year={2023}, pages={15:1–15:25}, collection={Leibniz
International Proceedings in Informatics (LIPIcs)} }'
chicago: 'Castenow, Jannik, Jonas Harbig, Daniel Jung, Peter Kling, Till Knollmann,
and Friedhelm Meyer auf der Heide. “A Unifying Approach to Efficient (Near-)Gathering
of Disoriented Robots with Limited Visibility .” In Proceedings of the 26th
International Conference on Principles of Distributed Systems (OPODIS) , edited
by Eshcar Hillel, Roberto Palmieri, and Etienne Riviére, 253:15:1–15:25. Leibniz
International Proceedings in Informatics (LIPIcs). Brussels: Schloss Dagstuhl
– Leibniz Zentrum für Informatik, 2023. https://doi.org/10.4230/LIPIcs.OPODIS.2022.15.'
ieee: 'J. Castenow, J. Harbig, D. Jung, P. Kling, T. Knollmann, and F. Meyer auf
der Heide, “A Unifying Approach to Efficient (Near-)Gathering of Disoriented Robots
with Limited Visibility ,” in Proceedings of the 26th International Conference
on Principles of Distributed Systems (OPODIS) , Brussels, 2023, vol. 253,
p. 15:1–15:25, doi: 10.4230/LIPIcs.OPODIS.2022.15.'
mla: Castenow, Jannik, et al. “A Unifying Approach to Efficient (Near-)Gathering
of Disoriented Robots with Limited Visibility .” Proceedings of the 26th International
Conference on Principles of Distributed Systems (OPODIS) , edited by Eshcar
Hillel et al., vol. 253, Schloss Dagstuhl – Leibniz Zentrum für Informatik, 2023,
p. 15:1–15:25, doi:10.4230/LIPIcs.OPODIS.2022.15.
short: 'J. Castenow, J. Harbig, D. Jung, P. Kling, T. Knollmann, F. Meyer auf der
Heide, in: E. Hillel, R. Palmieri, E. Riviére (Eds.), Proceedings of the 26th
International Conference on Principles of Distributed Systems (OPODIS) , Schloss
Dagstuhl – Leibniz Zentrum für Informatik, Brussels, 2023, p. 15:1–15:25.'
conference:
end_date: 2022-12-15
location: Brussels
name: 26th International Conference on Principles of Distributed Systems (OPODIS)
start_date: 2022-12-13
date_created: 2022-11-04T09:41:30Z
date_updated: 2023-02-15T14:53:12Z
department:
- _id: '63'
doi: 10.4230/LIPIcs.OPODIS.2022.15
editor:
- first_name: Eshcar
full_name: Hillel, Eshcar
last_name: Hillel
- first_name: Roberto
full_name: Palmieri, Roberto
last_name: Palmieri
- first_name: Etienne
full_name: Riviére, Etienne
last_name: Riviére
external_id:
arxiv:
- '2206.07567 '
intvolume: ' 253'
language:
- iso: eng
page: 15:1–15:25
place: Brussels
project:
- _id: '106'
name: 'Algorithmen für Schwarmrobotik: Verteiltes Rechnen trifft Dynamische Systeme'
publication: 'Proceedings of the 26th International Conference on Principles of Distributed
Systems (OPODIS) '
publication_identifier:
isbn:
- 978-3-95977-265-5
issn:
- 1868-8969
publication_status: published
publisher: Schloss Dagstuhl – Leibniz Zentrum für Informatik
series_title: Leibniz International Proceedings in Informatics (LIPIcs)
status: public
title: 'A Unifying Approach to Efficient (Near-)Gathering of Disoriented Robots with
Limited Visibility '
type: conference
user_id: '38705'
volume: 253
year: '2023'
...
---
_id: '42160'
abstract:
- lang: eng
text: The goal of this paper is to make a strong point for the usage of dynamical
models when using reinforcement learning (RL) for feedback control of dynamical
systems governed by partial differential equations (PDEs). To breach the gap between
the immense promises we see in RL and the applicability in complex engineering
systems, the main challenges are the massive requirements in terms of the training
data, as well as the lack of performance guarantees. We present a solution for
the first issue using a data-driven surrogate model in the form of a convolutional
LSTM with actuation. We demonstrate that learning an actuated model in parallel
to training the RL agent significantly reduces the total amount of required data
sampled from the real system. Furthermore, we show that iteratively updating the
model is of major importance to avoid biases in the RL training. Detailed ablation
studies reveal the most important ingredients of the modeling process. We use
the chaotic Kuramoto-Sivashinsky equation do demonstarte our findings.
author:
- first_name: Stefan
full_name: Werner, Stefan
last_name: Werner
- first_name: Sebastian
full_name: Peitz, Sebastian
id: '47427'
last_name: Peitz
orcid: 0000-0002-3389-793X
citation:
ama: Werner S, Peitz S. Learning a model is paramount for sample efficiency in reinforcement
learning control of PDEs. arXiv:230207160. Published online 2023.
apa: Werner, S., & Peitz, S. (2023). Learning a model is paramount for sample
efficiency in reinforcement learning control of PDEs. In arXiv:2302.07160.
bibtex: '@article{Werner_Peitz_2023, title={Learning a model is paramount for sample
efficiency in reinforcement learning control of PDEs}, journal={arXiv:2302.07160},
author={Werner, Stefan and Peitz, Sebastian}, year={2023} }'
chicago: Werner, Stefan, and Sebastian Peitz. “Learning a Model Is Paramount for
Sample Efficiency in Reinforcement Learning Control of PDEs.” ArXiv:2302.07160,
2023.
ieee: S. Werner and S. Peitz, “Learning a model is paramount for sample efficiency
in reinforcement learning control of PDEs,” arXiv:2302.07160. 2023.
mla: Werner, Stefan, and Sebastian Peitz. “Learning a Model Is Paramount for Sample
Efficiency in Reinforcement Learning Control of PDEs.” ArXiv:2302.07160,
2023.
short: S. Werner, S. Peitz, ArXiv:2302.07160 (2023).
date_created: 2023-02-15T20:57:20Z
date_updated: 2023-02-15T20:58:33Z
department:
- _id: '655'
external_id:
arxiv:
- '2302.07160'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/pdf/2302.07160
oa: '1'
publication: arXiv:2302.07160
status: public
title: Learning a model is paramount for sample efficiency in reinforcement learning
control of PDEs
type: preprint
user_id: '47427'
year: '2023'
...
---
_id: '35077'
article_number: e202213229
author:
- first_name: Qian
full_name: Liang, Qian
last_name: Liang
- first_name: Xuekai
full_name: Ma, Xuekai
id: '59416'
last_name: Ma
- first_name: Teng
full_name: Long, Teng
last_name: Long
- first_name: Jiannian
full_name: Yao, Jiannian
last_name: Yao
- first_name: Qing
full_name: Liao, Qing
last_name: Liao
- first_name: Hongbing
full_name: Fu, Hongbing
last_name: Fu
citation:
ama: Liang Q, Ma X, Long T, Yao J, Liao Q, Fu H. Circularly Polarized Lasing from
a Microcavity Filled with Achiral Single‐Crystalline Microribbons. Angewandte
Chemie International Edition. 2023;62(9). doi:10.1002/anie.202213229
apa: Liang, Q., Ma, X., Long, T., Yao, J., Liao, Q., & Fu, H. (2023). Circularly
Polarized Lasing from a Microcavity Filled with Achiral Single‐Crystalline Microribbons.
Angewandte Chemie International Edition, 62(9), Article e202213229.
https://doi.org/10.1002/anie.202213229
bibtex: '@article{Liang_Ma_Long_Yao_Liao_Fu_2023, title={Circularly Polarized Lasing
from a Microcavity Filled with Achiral Single‐Crystalline Microribbons}, volume={62},
DOI={10.1002/anie.202213229},
number={9e202213229}, journal={Angewandte Chemie International Edition}, publisher={Wiley},
author={Liang, Qian and Ma, Xuekai and Long, Teng and Yao, Jiannian and Liao,
Qing and Fu, Hongbing}, year={2023} }'
chicago: Liang, Qian, Xuekai Ma, Teng Long, Jiannian Yao, Qing Liao, and Hongbing
Fu. “Circularly Polarized Lasing from a Microcavity Filled with Achiral Single‐Crystalline
Microribbons.” Angewandte Chemie International Edition 62, no. 9 (2023).
https://doi.org/10.1002/anie.202213229.
ieee: 'Q. Liang, X. Ma, T. Long, J. Yao, Q. Liao, and H. Fu, “Circularly Polarized
Lasing from a Microcavity Filled with Achiral Single‐Crystalline Microribbons,”
Angewandte Chemie International Edition, vol. 62, no. 9, Art. no. e202213229,
2023, doi: 10.1002/anie.202213229.'
mla: Liang, Qian, et al. “Circularly Polarized Lasing from a Microcavity Filled
with Achiral Single‐Crystalline Microribbons.” Angewandte Chemie International
Edition, vol. 62, no. 9, e202213229, Wiley, 2023, doi:10.1002/anie.202213229.
short: Q. Liang, X. Ma, T. Long, J. Yao, Q. Liao, H. Fu, Angewandte Chemie International
Edition 62 (2023).
date_created: 2023-01-02T08:54:29Z
date_updated: 2023-02-17T09:45:41Z
department:
- _id: '15'
- _id: '170'
- _id: '705'
doi: 10.1002/anie.202213229
intvolume: ' 62'
issue: '9'
keyword:
- General Chemistry
- Catalysis
language:
- iso: eng
publication: Angewandte Chemie International Edition
publication_identifier:
issn:
- 1433-7851
- 1521-3773
publication_status: published
publisher: Wiley
status: public
title: Circularly Polarized Lasing from a Microcavity Filled with Achiral Single‐Crystalline
Microribbons
type: journal_article
user_id: '59416'
volume: 62
year: '2023'
...