Researcher
Pieter Libin
- Keywords:Computer science (incl. applied informatics)
- Disciplines:Machine learning and decision making, Epidemiology, Adaptive agents and intelligent robotics
Affiliations
- Artificial Intelligence (Research group)
Member
From1 Jan 2015 → Today - Informatics and Applied Informatics (Department)
Member
From1 Oct 2021 → Today - Informatics and Applied Informatics (Department)
Member
From1 Oct 2021 → 20 Oct 2022 - Informatics and Applied Informatics (Department)
Member
From1 Jan 2020 → 31 Mar 2020 - Informatics and Applied Informatics (Department)
Member
From1 Jan 2016 → 14 Oct 2023 - Faculty of Sciences and Bioengineering Sciences (Faculty)
Member
From17 Sep 2015 → 15 Apr 2020 - Informatics and Applied Informatics (Department)
Member
From1 Jan 2015 → 20 Oct 2022 - Faculty of Sciences and Bioengineering Sciences (Faculty)
Member
From10 Sep 2013 → 4 Jul 2014
Projects
1 - 7 of 7
- Learning , reasoning and data acquisition in high-dimensional, multimodal, yet sparse data contexts.From1 Nov 2023 → TodayFunding: FWO fellowships
- Public health decision making with stochastic individual-based models: a translational framework driven by advances in health economics, model inference and reinforcement learningFrom1 Jan 2023 → TodayFunding: FWO research project (including WEAVE projects)
- Fairness in Reinforcement Learning for Allocation Problems.From1 Nov 2022 → TodayFunding: FWO fellowships
- IOF GEAR: Artificial Intelligence LabFrom1 Jan 2022 → TodayFunding: IOF - technology validation in real environment, IOF - mandates
- Assisting the mitigation of emerging infectious diseases using artificial intelligenceFrom1 Jan 2022 → TodayFunding: BOF - projects
- Real-time geospatial control of emerging infectious diseasesFrom1 Oct 2021 → 1 Dec 2023Funding: FWO visiting post-doctoral fellowship
- Automatic learning of optimal prevention strategies for latent infectious diseasesFrom1 Jan 2016 → 31 Dec 2019Funding: FWO fellowships
Publications
1 - 10 of 65
- Reconstruction of SARS-CoV-2 outbreaks in a primary school using epidemiological and genomic data(2023)
Authors: Cécile Kremer, Andrea Torneri, Pieter J.K. Libin, Cécile Meex, Marie-Pierre Hayette, Sébastien Bontems, Keith Durkin, Maria Artesi, Vincent Bours, Philippe Lemey, et al.
- Patient-reported outcome measures on mental health and psychosocial factors in patients with Brugada syndrome(2023)
Authors: Stefaan Six, Peter Theuns, Pieter J K Libin, Ann Nowe, Luigi Pannone, Bart Bogaerts, Simon Jaxy, Catharina Olsen, Gudrun Pappaert, Isel Grau, et al.
Pages: 1-10 - Tree species mapping in the Brussels Capital Region using deep learning and data fusion(2023)Series: 2023 Joint Urban Remote Sensing Event, JURSE 2023
Authors: Robbe Neyns, Frank Canters, Pieter J K Libin, Kyriakos Efthymiadis
Pages: 1-4Number of pages: 4 - Pneumococcal vaccination coverage and adherence to recommended dosing schedules in adults(2023)
Authors: Arne Janssens, Bert Vaes, Chloé Abels, Jonas Crèvecoeur, Pavlos Mamouris, Barbara Merckx, Pieter J K Libin, Gijs Van Pottelbergh, Thomas Neyens
- Scalar reward is not enough(2023)Series: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS
Authors: Peter Vamplew, Benjamin J. Smith, Johan Källström, Gabriel De Oliveira Ramos, Roxana Radulescu, Diederik M. Roijers, Conor F. Hayes, Fredrik Heintz, Patrick Mannion, Pieter J K Libin, et al.
Pages: 839-841Number of pages: 3 - A general purpose framework for fairness in job hiring(2023)
Authors: Sam Vanspringel, Ioana Alexandra Cimpean, Pieter J K Libin, Ann Nowe
Pages: 1-3 - Towards Fairness In Reinforcement Learning(2023)
Authors: Ioana Alexandra Cimpean, Pieter J K Libin, Youri Coppens, Catholijn M Jonker, Ann Nowe
Pages: 1-5 - Different forms of superspreading lead to different outcomes(2022)
Authors: Elise J Kuylen, Andrea Torneri, Lander Willem, Pieter J K Libin, Steven Abrams, Pietro Coletti, Nicolas Franco, Frederik Verelst, Philippe Beutels, Jori Liesenborgs, et al.
- Scalar reward is not enough(2022)
Authors: Peter Vamplew, Benjamin J. Smith, Johan Källström, Gabriel De Oliveira Ramos, Roxana Radulescu, Diederik M. Roijers, Conor F. Hayes, Fredrik Heintz, Patrick Mannion, Pieter J K Libin, et al.
Pages: 1-19 - Controlling SARS-CoV-2 in schools using repetitive testing strategies(2022)
Authors: Andrea Torneri, Lander Willem, Vittoria Colizza, Cécile Kremer, Christelle Meuris, Gilles Darcis, Niel Hens, Pieter J K Libin