Grouping of Maintenance Actions with Deep Reinforcement Learning and Graph Convolutional Networks

David Kerkkamp; Zaharah Bukhsh; Yingqian Zhang; Nils Jansen

doi:10.5220/0000155600003116

Grouping of Maintenance Actions with Deep Reinforcement Learning and Graph Convolutional Networks

David Kerkkamp
, Zaharah Bukhsh
, Yingqian Zhang
, Nils Jansen

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

9 Citations (Scopus)

784 Downloads (Pure)

Original language	English
Title of host publication	Proceeding of the 14th International Conference on Agents and Artificial Intelligence
Publisher	SciTePress Digital Library
Pages	574-585
Number of pages	12
Volume	2
ISBN (Electronic)	978-989-758-547-0
DOIs	https://doi.org/10.5220/0000155600003116
Publication status	Published - 2022
Event	14th International Conference on Agents and Artificial Intelligence, ICAART 2022 - Online Duration: 3 Feb 2022 → 5 Feb 2022 Conference number: 14 https://icaart.scitevents.org/Home.aspx

Conference

Conference	14th International Conference on Agents and Artificial Intelligence, ICAART 2022
Abbreviated title	ICAART 2022
Period	3/02/22 → 5/02/22
Internet address	https://icaart.scitevents.org/Home.aspx

Access to Document

10.5220/0000155600003116

ICAART_DRL_GNNFinal author version , 1.69 MB

Cite this

@inproceedings{3576184e29a24837a16cd12b213467bb,

title = "Grouping of Maintenance Actions with Deep Reinforcement Learning and Graph Convolutional Networks",

author = "David Kerkkamp and Zaharah Bukhsh and Yingqian Zhang and Nils Jansen",

year = "2022",

doi = "10.5220/0000155600003116",

language = "English",

volume = "2",

pages = "574--585",

booktitle = "Proceeding of the 14th International Conference on Agents and Artificial Intelligence",

publisher = "SciTePress Digital Library",

note = "14th International Conference on Agents and Artificial Intelligence, ICAART 2022, ICAART 2022 ; Conference date: 03-02-2022 Through 05-02-2022",

url = "https://icaart.scitevents.org/Home.aspx",

}

Kerkkamp, D, Bukhsh, Z , Zhang, Y & Jansen, N 2022, Grouping of Maintenance Actions with Deep Reinforcement Learning and Graph Convolutional Networks. in Proceeding of the 14th International Conference on Agents and Artificial Intelligence. vol. 2, SciTePress Digital Library, pp. 574-585, 14th International Conference on Agents and Artificial Intelligence, ICAART 2022, 3/02/22. https://doi.org/10.5220/0000155600003116

Grouping of Maintenance Actions with Deep Reinforcement Learning and Graph Convolutional Networks. / Kerkkamp, David; Bukhsh, Zaharah ; Zhang, Yingqian et al.
Proceeding of the 14th International Conference on Agents and Artificial Intelligence. Vol. 2 SciTePress Digital Library, 2022. p. 574-585.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - Grouping of Maintenance Actions with Deep Reinforcement Learning and Graph Convolutional Networks

AU - Kerkkamp, David

AU - Bukhsh, Zaharah

AU - Zhang, Yingqian

AU - Jansen, Nils

N1 - Conference code: 14

PY - 2022

Y1 - 2022

U2 - 10.5220/0000155600003116

DO - 10.5220/0000155600003116

M3 - Conference contribution

VL - 2

SP - 574

EP - 585

BT - Proceeding of the 14th International Conference on Agents and Artificial Intelligence

PB - SciTePress Digital Library

T2 - 14th International Conference on Agents and Artificial Intelligence, ICAART 2022

Y2 - 3 February 2022 through 5 February 2022

ER -