Lander Willem

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 8

Top Topics

Fitted Q Iteration

Allocation Policies

Reinforcement Learning

Top Venues

PLoS Comput. Biol.

Publications

Mathieu Reymond, Conor F. Hayes, Lander Willem, Roxana Radulescu, Steven Abrams, Diederik M. Roijers, Enda Howley, Patrick Mannion, Niel Hens, Ann Nowé, Pieter Libin
Exploring the Pareto front of multi-objective COVID-19 mitigation policies using reinforcement learning. Expert Syst. Appl. 249 (2024)
Alexandra Cimpean, Timothy Verstraeten, Lander Willem, Niel Hens, Ann Nowé, Pieter Libin
Evaluating COVID-19 vaccine allocation policies using Bayesian m-top exploration. CoRR (2023)
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
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. 18 (8) (2022)
Nicolas Franco, Pietro Coletti, Lander Willem, Leonardo Angeli, Adrien Lajot, Steven Abrams, Philippe Beutels, Christel Faes, Niel Hens
Inferring age-specific differences in susceptibility to and infectiousness upon SARS-CoV-2 infection based on Belgian social contact data. PLoS Comput. Biol. 18 (3) (2022)
Mathieu Reymond, Conor F. Hayes, Lander Willem, Roxana Radulescu, Steven Abrams, Diederik M. Roijers, Enda Howley, Patrick Mannion, Niel Hens, Ann Nowé, Pieter Libin
Exploring the Pareto front of multi-objective COVID-19 mitigation policies using reinforcement learning. CoRR (2022)
Pieter J. K. Libin, Lander Willem, Timothy Verstraeten, Andrea Torneri, Joris Vanderlocht, Niel Hens
Assessing the feasibility and effectiveness of household-pooled universal testing to control COVID-19 epidemics. PLoS Comput. Biol. 17 (3) (2021)
Elise Kuylen, Lander Willem, Niel Hens, Jan Broeckhove
Future Ramifications of Age-Dependent Immunity Levels for Measles: Explorations in an Individual-Based Model. ICCS (1) (2019)
Elise Kuylen, Sean Stijven, Jan Broeckhove, Lander Willem
Social Contact Patterns in an Individual-based Simulator for the Transmission of Infectious Diseases (Stride). ICCS (2017)
Lander Willem, Sean Stijven, Engelbert Tijskens, Philippe Beutels, Niel Hens, Jan Broeckhove
Optimizing agent-based transmission models for infectious diseases. BMC Bioinform. 16 (2015)
Sean Stijven, Ekaterina Vladislavleva, Arthur K. Kordon, Lander Willem, Mark E. Kotanchek
Prime-Time: Symbolic Regression Takes Its Place in the Real World. GPTP (2015)
Lander Willem, Sean Stijven, Ekaterina Vladislavleva, Jan Broeckhove, Philippe Beutels, Niel Hens
Active Learning to Understand Infectious Disease Models and Improve Policy Making. PLoS Comput. Biol. 10 (4) (2014)