Lander Willem

12 papers Misc 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Hybrid-AIRL: Enhancing Inverse Reinforcement Learning with Supervised Expert Guidance.
CoRR
Bram Silue, Santiago Amaya-Corredor, Patrick Mannion, Lander Willem, Pieter Libin
2024 J jnl
Exploring the Pareto front of multi-objective COVID-19 mitigation policies using reinforcement learning.
Expert Syst. Appl.
Mathieu Reymond, Conor F. Hayes, Lander Willem, Roxana Radulescu, Steven Abrams, Diederik M. Roijers, Enda Howley, Patrick Mannion, Niel Hens, Ann Nowé, Pieter Libin
2023 J jnl
Evaluating COVID-19 vaccine allocation policies using Bayesian m-top exploration.
CoRR
Alexandra Cimpean, Timothy Verstraeten, Lander Willem, Niel Hens, Ann Nowé, Pieter Libin
2022 J jnl
Different forms of superspreading lead to different outcomes: Heterogeneity in infectiousness and contact behavior relevant for the case of SARS-CoV-2.
PLoS Comput. Biol.
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
2022 J jnl
Exploring the Pareto front of multi-objective COVID-19 mitigation policies using reinforcement learning.
CoRR
Mathieu Reymond, Conor F. Hayes, Lander Willem, Roxana Radulescu, Steven Abrams, Diederik M. Roijers, Enda Howley, Patrick Mannion, Niel Hens, Ann Nowé, Pieter Libin
2022 J jnl
Inferring age-specific differences in susceptibility to and infectiousness upon SARS-CoV-2 infection based on Belgian social contact data.
PLoS Comput. Biol.
Nicolas Franco, Pietro Coletti, Lander Willem, Leonardo Angeli, Adrien Lajot, Steven Abrams, Philippe Beutels, Christel Faes, Niel Hens
2021 J jnl
Assessing the feasibility and effectiveness of household-pooled universal testing to control COVID-19 epidemics.
PLoS Comput. Biol.
Pieter J. K. Libin, Lander Willem, Timothy Verstraeten, Andrea Torneri, Joris Vanderlocht, Niel Hens
2019 — conf
Future Ramifications of Age-Dependent Immunity Levels for Measles: Explorations in an Individual-Based Model.
ICCS (1)
Elise J. Kuylen, Lander Willem, Niel Hens, Jan Broeckhove
2017 Misc conf
Social Contact Patterns in an Individual-based Simulator for the Transmission of Infectious Diseases (Stride).
ICCS
Elise J. Kuylen, Sean Stijven, Jan Broeckhove, Lander Willem
2015 J jnl
Optimizing agent-based transmission models for infectious diseases.
BMC Bioinform.
Lander Willem, Sean Stijven, Engelbert Tijskens, Philippe Beutels, Niel Hens, Jan Broeckhove
2015 — conf
Prime-Time: Symbolic Regression Takes Its Place in the Real World.
GPTP
Sean Stijven, Ekaterina Vladislavleva, Arthur K. Kordon, Lander Willem, Mark E. Kotanchek
2014 J jnl
Active Learning to Understand Infectious Disease Models and Improve Policy Making.
PLoS Comput. Biol.
Lander Willem, Sean Stijven, Ekaterina Vladislavleva, Jan Broeckhove, Philippe Beutels, Niel Hens