Pieter Libin

According to our database, Pieter Libin authored at least 28 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Exploring the Pareto front of multi-objective COVID-19 mitigation policies using reinforcement learning.

Mathieu Reymond, Conor F. Hayes, Lander Willem, Roxana Radulescu, Steven Abrams, Diederik M. Roijers, Enda Howley, Patrick Mannion, Niel Hens, Ann Nowé, Pieter Libin

Expert Syst. Appl., 2024

A Reinforcement Learning Framework for Studying Group and Individual Fairness.

Alexandra Cimpean, Catholijn M. Jonker, Pieter Libin, Ann Nowé

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Evaluating COVID-19 vaccine allocation policies using Bayesian m-top exploration.

Alexandra Cimpean, Timothy Verstraeten, Lander Willem, Niel Hens, Ann Nowé, Pieter Libin

CoRR, 2023

Tree species mapping in the Brussels Capital Region using deep learning and data fusion.

Robbe Neyns, Kyriakos Efthymiadis, Pieter Libin, Frank Canters

Proceedings of the Joint Urban Remote Sensing Event, 2023

Scalar Reward is Not Enough.

Peter Vamplew, Benjamin J. Smith, Johan Källström, Gabriel de Oliveira Ramos, Roxana Radulescu, Diederik M. Roijers, Conor F. Hayes, Friedrik Hentz, Patrick Mannion, Pieter J. K. Libin, Richard Dazeley, Cameron Foale

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

Different forms of superspreading lead to different outcomes: Heterogeneity in infectiousness and contact behavior relevant for the case of SARS-CoV-2.

Elise J. Kuylen, Andrea Torneri, Lander Willem, Pieter J. K. Libin, Steven Abrams, Pietro Coletti, Nicolas Franco, Frederik Verelst, Philippe Beutels, Jori Liesenborgs, Niel Hens

PLoS Comput. Biol., 2022

Scalar reward is not enough: a response to Silver, Singh, Precup and Sutton (2021).

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, Richard Dazeley, Cameron Foale

Auton. Agents Multi Agent Syst., 2022

2021

On realized serial and generation intervals given control measures: The COVID-19 pandemic case.

Andrea Torneri, Pieter Libin, Gianpaolo Scalia Tomba, Christel Faes, James G. Wood, Niel Hens

PLoS Comput. Biol., 2021

Assessing the feasibility and effectiveness of household-pooled universal testing to control COVID-19 epidemics.

Pieter J. K. Libin, Lander Willem, Timothy Verstraeten, Andrea Torneri, Joris Vanderlocht, Niel Hens

PLoS Comput. Biol., 2021

Computational strategies to combat COVID-19: useful tools to accelerate SARS-CoV-2 and coronavirus research.

Franziska Hufsky, Kevin Lamkiewicz, Alexandre Almeida, Abdel Aouacheria, Cecilia N. Arighi, Alex Bateman, Jan Baumbach, Niko Beerenwinkel, Christian Brandt, Marco Cacciabue, Sara Chuguransky, Oliver Drechsel, Robert D. Finn, Adrian Fritz, Stephan Fuchs, Georges Hattab, Anne-Christin Hauschild, Dominik Heider, Marie Hoffmann, Martin Hölzer, Stefan Hoops, Lars Kaderali, Ioanna Kalvari, Max von Kleist, Renó Kmiecinski, Denise Kühnert, Gorka Lasso, Pieter Libin, Markus List, Hannah F. Löchel, Maria Jesus Martin, Roman Martin, Julian O. Matschinske, Alice C. McHardy, Pedro Mendes, Jaina Mistry, Vincent Navratil, Eric P. Nawrocki, Áine Niamh O'toole, Nancy Ontiveros-Palacios, Anton I. Petrov, Guillermo Rangel-Pineros, Nicole Redaschi, Susanne Reimering, Knut Reinert, Alejandro Reyes, Lorna J. Richardson, David L. Robertson, Sepideh Sadegh, Joshua B. Singer, Kristof Theys, Chris Upton, Marius Welzel, Lowri Williams, Manja Marz

Briefings Bioinform., 2021

Scalable Optimization for Wind Farm Control using Coordination Graphs.

Timothy Verstraeten, Pieter-Jan Daems, Eugenio Bargiacchi, Diederik M. Roijers, Pieter J. K. Libin, Jan Helsen

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

2020

Interactive Multi-objective Reinforcement Learning in Multi-armed Bandits with Gaussian Process Utility Models.

Diederik M. Roijers, Luisa M. Zintgraf, Pieter Libin, Mathieu Reymond, Eugenio Bargiacchi, Ann Nowé

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Deep Reinforcement Learning for Large-Scale Epidemic Control.

Pieter J. K. Libin, Arno Moonens, Timothy Verstraeten, Fabian Perez-Sanjines, Niel Hens, Philippe Lemey, Ann Nowé

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020

Fleet Control Using Coregionalized Gaussian Process Policy Iteration.

Timothy Verstraeten, Pieter J. K. Libin, Ann Nowé

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Thompson Sampling for Factored Multi-Agent Bandits.

Timothy Verstraeten, Eugenio Bargiacchi, Pieter J. K. Libin, Diederik M. Roijers, Ann Nowé

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019

VIRULIGN: fast codon-correct alignment and annotation of viral genomes.

Pieter J. K. Libin, Koen Deforche, Ana B. Abecasis, Kristof Theys

Bioinform., 2019

Bayesian Anytime m-top Exploration.

Pieter Libin, Timothy Verstraeten, Diederik M. Roijers, Wenjia Wang, Kristof Theys, Ann Nowé

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

A Multi-objective Reinforcement Learning Algorithm for JSSP.

Beatriz M. Méndez-Hernández, Erick D. Rodríguez Bazan, Yailen Martínez Jiménez, Pieter Libin, Ann Nowé

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019

Deep hybrid approach for 3D plane segmentation.

Felipe Gomez Marulanda, Pieter Libin, Timothy Verstraeten, Ann Nowé

Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

Thompson Sampling for m-top Exploration.

Pieter Libin, Timothy Verstraeten, Diederik M. Roijers, Wenjia Wang, Kristof Theys, Ann Nowé

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

Towards a Phylogenetic Measure to Quantify HIV Incidence.

Pieter Libin, Nassim Versbraegen, Ana B. Abecasis, Perpetua Gomes, Tom Lenaerts, Ann Nowé

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

2018

Bayesian Best-Arm Identification for Selecting Influenza Mitigation Strategies.

Pieter J. K. Libin, Timothy Verstraeten, Diederik M. Roijers, Jelena Grujic, Kristof Theys, Philippe Lemey, Ann Nowé

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

IPC-Net: 3D Point-Cloud Segmentation Using Deep Inter-Point Convolutional Layers.

Felipe Gomez Marulanda, Pieter Libin, Timothy Verstraeten, Ann Nowé

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

2017

PhyloGeoTool: interactively exploring large phylogenies in an epidemiological context.

Pieter Libin, Ewout Vanden Eynden, Francesca Incardona, Ann Nowé, Antonia Bezenchek, EucoHIV Study Group, Anders Sönnerborg, Anne-Mieke Vandamme, Kristof Theys, Guy Baele

Bioinform., 2017

Efficient Evaluation of Influenza Mitigation Strategies Using Preventive Bandits.

Pieter Libin, Timothy Verstraeten, Kristof Theys, Diederik M. Roijers, Peter Vrancx, Ann Nowé

Proceedings of the Autonomous Agents and Multiagent Systems, 2017

2013

RegaDB: community-driven data management and analysis for infectious diseases.

Pieter Libin, Gertjan Beheydt, Koen Deforche, Stijn Imbrechts, Fossie Ferreira, Kristel Van Laethem, Kristof Theys, Ana Patricia Carvalho, Joana Cavaco-Silva, Giuseppe Lapadula, Carlo Torti, Matthias Assel, Stefan Wesner, Joke Snoeck, Jean Ruelle, Annelies De Bel, Patrick Lacor, Paul De Munter, Eric Van Wijngaerden, Maurizio Zazzi, Rolf Kaiser, Ahidjo Ayouba, Martine Peeters, Tulio de Oliveira, Luiz Carlos Júnior Alcântara, Zehava Grossman, Peter M. A. Sloot, Dan Otelea, Simona Paraschiv, Charles A. Boucher, Ricardo Camacho, Anne-Mieke Vandamme

Bioinform., 2013

2009

A standardized framework for accurate, high-throughput genotyping of recombinant and non-recombinant viral sequences.

Luiz Carlos Júnior Alcântara, Sharon Cassol, Pieter Libin, Koen Deforche, Oliver G. Pybus, Marc Van Ranst, Bernardo Galvão-Castro, Anne-Mieke Vandamme, Tulio de Oliveira

Nucleic Acids Res., 2009

A Collaborative Environment Allowing Clinical Investigations on Integrated Biomedical Databases.

Matthias Assel, David A. van de Vijver, Pieter Libin, Kristof Theys, Daniel Harezlak, Breanndán Ó Nualláin, Piotr Nowakowski, Marian Bubak, Anne-Mieke Vandamme, Stijn Imbrechts, Raphael Sangeda, Tao Jiang, Dineke Frentz, Peter M. A. Sloot

Proceedings of the Healthgrid Research, Innovation and Business Case - Proceedings of HealthGrid 2009, Berlin, Germany, 29 June, 2009