LAIP: Learned Adaptive Inspection Paths using Offline Reinforcement Learning

Samuel Matloob; Ayan Dutta; O. Patrick Kreidl; Swapnonel Roy; Ladislau Bölöni

doi:10.1109/WI-IAT62293.2024.00032

LAIP: Learned Adaptive Inspection Paths using Offline Reinforcement Learning

Samuel Matloob
, Ayan Dutta
, O. Patrick Kreidl
, Swapnonel Roy
, Ladislau Bölöni

University of Central Florida

Producción científica: Conference contribution

Idioma original	English
Título de la publicación alojada	Proceedings - 2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2024
Páginas	182-189
Número de páginas	8
ISBN (versión digital)	9798331504946
DOI	https://doi.org/10.1109/WI-IAT62293.2024.00032
Estado	Published - 2024
Evento	2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2024 - Hybrid, Bangkok, Thailand Duración: dic 9 2024 → dic 12 2024

Serie de la publicación

Nombre	Proceedings - 2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2024

Conference

Conference	2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2024
País/Territorio	Thailand
Ciudad	Hybrid, Bangkok
Período	12/9/24 → 12/12/24

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

Zero hunger

ASJC Scopus Subject Areas

Artificial Intelligence
Computer Networks and Communications
Computer Science Applications

Acceder al documento

10.1109/WI-IAT62293.2024.00032

Otros archivos y enlaces

Citar esto

Matloob, S., Dutta, A., Kreidl, O. P., Roy, S., & Bölöni, L. (2024). LAIP: Learned Adaptive Inspection Paths using Offline Reinforcement Learning. En Proceedings - 2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2024 (pp. 182-189). (Proceedings - 2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2024). https://doi.org/10.1109/WI-IAT62293.2024.00032

LAIP: Learned Adaptive Inspection Paths using Offline Reinforcement Learning. / Matloob, Samuel; Dutta, Ayan ; Kreidl, O. Patrick et al.
Proceedings - 2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2024. 2024. p. 182-189 (Proceedings - 2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2024).

Producción científica: Conference contribution

Matloob, S, Dutta, A , Kreidl, OP , Roy, S & Bölöni, L 2024, LAIP: Learned Adaptive Inspection Paths using Offline Reinforcement Learning. En Proceedings - 2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2024. Proceedings - 2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2024, pp. 182-189, 2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2024, Hybrid, Bangkok, Thailand, 12/9/24. https://doi.org/10.1109/WI-IAT62293.2024.00032

Matloob S, Dutta A , Kreidl OP , Roy S, Bölöni L. LAIP: Learned Adaptive Inspection Paths using Offline Reinforcement Learning. En Proceedings - 2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2024. 2024. p. 182-189. (Proceedings - 2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2024). doi: 10.1109/WI-IAT62293.2024.00032

Matloob, Samuel ; Dutta, Ayan ; Kreidl, O. Patrick et al. / LAIP : Learned Adaptive Inspection Paths using Offline Reinforcement Learning. Proceedings - 2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2024. 2024. pp. 182-189 (Proceedings - 2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2024).

@inproceedings{7687253fd2fa465191040991e2b19ce9,

title = "LAIP: Learned Adaptive Inspection Paths using Offline Reinforcement Learning",

keywords = "informative path planning, reinforcement learning",

author = "Samuel Matloob and Ayan Dutta and Kreidl, \{O. Patrick\} and Swapnonel Roy and Ladislau B{\"o}l{\"o}ni",

note = "Publisher Copyright: {\textcopyright} 2024 IEEE.; 2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2024 ; Conference date: 09-12-2024 Through 12-12-2024",

year = "2024",

doi = "10.1109/WI-IAT62293.2024.00032",

language = "English",

series = "Proceedings - 2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2024",

pages = "182--189",

booktitle = "Proceedings - 2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2024",

}

TY - GEN

T1 - LAIP

T2 - 2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2024

AU - Matloob, Samuel

AU - Dutta, Ayan

AU - Kreidl, O. Patrick

AU - Roy, Swapnonel

AU - Bölöni, Ladislau

PY - 2024

Y1 - 2024

KW - informative path planning

KW - reinforcement learning

UR - https://www.scopus.com/pages/publications/105007163159

UR - https://www.scopus.com/pages/publications/105007163159#tab=citedBy

U2 - 10.1109/WI-IAT62293.2024.00032

DO - 10.1109/WI-IAT62293.2024.00032

M3 - Conference contribution

AN - SCOPUS:105007163159

T3 - Proceedings - 2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2024

SP - 182

EP - 189

BT - Proceedings - 2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2024

Y2 - 9 December 2024 through 12 December 2024

ER -

LAIP: Learned Adaptive Inspection Paths using Offline Reinforcement Learning

Serie de la publicación

Conference

ODS de las Naciones Unidas

ASJC Scopus Subject Areas

Acceder al documento

Otros archivos y enlaces

Huella

Citar esto