Projecten per jaar
Vingerafdruk
Verdiep u in de onderzoeksgebieden waarop Pieter Libin actief is. Deze onderwerplabels komen uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Recente externe samenwerking op landen-/regioniveau. Duik in de details door op de stippen te klikken of
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FWOSB164: Leren, redeneren en gegevensverwerving in hoog-dimensionale, multimodale, maar schaarse gegevenscontexten
1/11/23 → 31/10/27
Project: Fundamenteel
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OZR4320: Bilateral cooperation within the framework of a joint doctoral project: benchfee for joint PhD VUB - UHasselt, SIERENS Astrid
17/04/23 → 30/09/27
Project: Fundamenteel
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FWOSB142: Rechtvaardigheid in Reinforcement Learning voor Toewijzingsproblemen
Nowe, A., Libin, P. & Cimpean, I. A.
1/11/22 → 31/10/26
Project: Fundamenteel
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OZRIFTM14: "PADRE: Voorspelling van antivirale resistentie voordat het ontstaat"
1/10/22 → 30/09/26
Project: Fundamenteel
Onderzoeksoutput
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A Group And Individual Aware Framework For Fair Reinforcement Learning
Cimpean, I. A., Jonker, C. M., Libin, P. & Nowe, A., 2024, In: Proc. of the Adaptive and Learning Agents Workshop. https://ala2024.github.io, blz. 1-10 10 blz.Onderzoeksoutput: Conference paper
Open Access -
A Reinforcement Learning Framework For Studying Group And Individual Fairness: Extended Abstract
Cimpean, I. A., Jonker, C. M., Libin, P. & Nowe, A., 2024, The 23rd International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2024: Extended Abstract. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), blz. 2216-2218 3 blz. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS).Onderzoeksoutput: Conference paper
Open Access -
Deep reinforcement learning for the direct optimization of gradient separations in liquid chromatography
Kensert, A., Libin, P., Desmet, G. & Cabooter, D., 12 apr 2024, In: Journal of Chromatography A. 1720, 12 blz., 464768.Onderzoeksoutput: Article › peer review
3 Citaten (Scopus) -
Exploring the limits of deep learning in high-dimensional limited-sized data regimes using single- and multi-objective optimization strategies
Jaxy, S., Nowe, A. & Libin, P., 18 okt 2024.Onderzoeksoutput: Poster
Bestand23 Downloads (Pure) -
Exploring the Pareto front of multi-objective COVID-19 mitigation policies using reinforcement learning
Reymond, M., Hayes, C. F., Willem, L., Radulescu, R., Abrams, S., Roijers, D. M., Howley, E., Mannion, P., Hens, N., Nowe, A. & Libin, P., 1 sep 2024, In: Expert Systems with Applications. 249, Part C, 2024, 123686, 13 blz., 123686.Onderzoeksoutput: Article › peer review
Open Access1 Citaat (Scopus)
Prijzen
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ALA best paper award
Roijers, Diederik M. (Recipient), Zintgraf, L. (Recipient), Libin, Pieter (Recipient) & Nowe, Ann (Recipient), mei 2018
Prijs: National/international honour
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FWO travel grant "krediet voor deelname aan congres in het buitenland"
Libin, Pieter (Recipient), 2019
Prijs: Fellowship awarded competitively
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ICTAI Best student paper award
Libin, Pieter (Recipient), 7 nov 2018
Prijs: National/international honour
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ICTAI Best student paper award
Gomez Marulanda, Felipe (Recipient), Libin, Pieter (Recipient) & Verstraeten, Timothy (Recipient), 7 nov 2018
Prijs: Prize (including medals and awards)
Activiteiten
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Bayesian Best-Arm Identification for Selecting Influenza Mitigation Strategies
Pieter Libin (Speaker)
19 nov 2019Activiteit: Talk or presentation at a workshop/seminar
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Adaptive Learning Agents workshop 2019
Pieter Libin (Chair)
14 mei 2019Activiteit: Participation in workshop, seminar
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PLATYPI: fast phylogenetic genotype classification and recombination detection
Pieter Libin (Speaker)
27 mrt 2019Activiteit: Talk or presentation at a conference
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Boundary Focused Thompson sampling
Pieter Libin (Speaker), Timothy Verstraeten (Contributor), Diederik Roijers (Contributor), Wenjia Wang (Contributor), Kristof Theys (Contributor) & Ann Nowe (Contributor)
14 mei 2019Activiteit: Talk or presentation at a workshop/seminar
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Adaptive Learning Agents workshop 2019
Pieter Libin (Member of programme committee)
13 mei 2019 → 14 mei 2019Activiteit: Participation in workshop, seminar