Ghent University Academic Bibliography

Journal Article
A1
open access

QIMO : Q-learning-based adaptive impairment margin optimization in DVB-S2X satellite communication

Dieter Coppens (UGent) , Jaron Fontaine (UGent) , Brecht Reynders, Dieter Duyck, Ingrid Moerman (UGent) , Eli De Poorter (UGent) and Adnan Shahid (UGent)

(2026) SENSORS. 26(5).

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Journal Article
A1
open access

HephaestusForge : optimal microservice deployment across the Compute Continuum via Reinforcement Learning

José Santos (UGent) , Mattia Zaccarini, Filippo Poltronieri, Mauro Tortonesi, Cesare Stefanelli, Nicola Di Cicco and Filip De Turck (UGent)

(2025) FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE. 166.

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Journal Article
A1
open access

Gwydion : efficient auto-scaling for complex containerized applications in Kubernetes through Reinforcement Learning

José Santos (UGent) , Efstratios Reppas, Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2025) JOURNAL OF NETWORK AND COMPUTER APPLICATIONS. 234.

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Journal Article
A1
open access

Advancing artificial intelligence in ocean and maritime engineering : trends, progress, and future directions

Nerea Portillo Juan, Vicente Negro Valdecantos and Peter Troch (UGent)

(2025) OCEAN ENGINEERING. 339.

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A shared temporal window of integration across cognitive control and reinforcement learning paradigms : a correlational study

Nicola Vasta, Shengjie Xu (UGent) , Tom Verguts (UGent) and Senne Braem (UGent)

(2025) MEMORY & COGNITION. 53(3). p.1008-1021

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Reinforcement learning to model churn propagation dynamics in social networks

Yameng Guo (UGent) and Seppe vanden Broucke (UGent)

(2025) Proceedings of International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA 2025). p.1-7

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Interpretable reinforcement learning for heat pump control through asymmetric differentiable decision trees

Toon Van Puyvelde (UGent) , M. Zareh and Chris Develder (UGent)

(2025) PROCEEDINGS OF THE 2025 THE 16TH ACM INTERNATIONAL CONFERENCE ON FUTURE AND SUSTAINABLE ENERGY SYSTEMS, E-ENERGY 2025. p.968-972

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Humans adaptively select different computational strategies in different learning environments

Pieter Verbeke (UGent) and Tom Verguts (UGent)

(2025) PSYCHOLOGICAL REVIEW. 132(3). p.581-602

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Journal Article
A1
open access

Predicting and publishing accurate imbalance prices using Monte Carlo Tree Search

Fabio Pavirani (UGent) , Jonas Van Gompel, Seyedsoroush Karimi Madahi (UGent) , Bert Claessens (UGent) and Chris Develder (UGent)

(2025) APPLIED ENERGY. 392.

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Conference Paper
C1
open access

Reinforcement learning-based orchestration of XR applications in distributed 6G cloud infrastructures

Mohammad Javad Sameri (UGent) , José Santos (UGent) , Sam Van Damme (UGent) , Susanna Schwarzmann, Qing Wei, Riccardo Trivisonno, Filip De Turck (UGent) and Maria Torres Vega (UGent)

(2025) 21ST INTERNATIONAL CONFERENCE ON NETWORK AND SERVICE MANAGEMENT, CNSM 2025. p.1-7

Academic Bibliography

QIMO : Q-learning-based adaptive impairment margin optimization in DVB-S2X satellite communication

HephaestusForge : optimal microservice deployment across the Compute Continuum via Reinforcement Learning

Gwydion : efficient auto-scaling for complex containerized applications in Kubernetes through Reinforcement Learning

Advancing artificial intelligence in ocean and maritime engineering : trends, progress, and future directions

A shared temporal window of integration across cognitive control and reinforcement learning paradigms : a correlational study

Reinforcement learning to model churn propagation dynamics in social networks

Interpretable reinforcement learning for heat pump control through asymmetric differentiable decision trees

Humans adaptively select different computational strategies in different learning environments

Predicting and publishing accurate imbalance prices using Monte Carlo Tree Search

Reinforcement learning-based orchestration of XR applications in distributed 6G cloud infrastructures

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