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Pieter Jules Karel Libin
Assistant Professor, Vrije Universiteit Brussel
Joined
April 2023
Names
Pieter Jules Karel Libin
(Preferred)
,
Pieter J. K. Libin
,
Pieter Libin
Emails
****@vub.be
(Confirmed)
,
****@uhasselt.be
(Confirmed)
Personal Links
Google Scholar
DBLP
Career & Education History
Assistant Professor
Vrije Universiteit Brussel
(vub.be)
2021
–
Present
Postdoc
Hasselt University
(uhasselt.be)
2020
–
2021
PhD student
Vrije Universiteit Brussel
(vub.be)
2015
–
2020
Advisors, Relations & Conflicts
Postdoc Advisor
Niel Hens
2020
–
2021
PhD Advisor
Ann Nowe
2015
–
2020
Expertise
reinforcement learning
2015
–
Present
computational biology
2015
–
Present
machine learning in real-world applications
2015
–
Present
epidemic models
2015
–
Present
Publications
NASimJax: A GPU-Accelerated Policy Learning Framework for Penetration Testing
Raphael Simon
,
José Carrasquel
,
Wim Mees
,
Pieter Jules Karel Libin
ALA 2026
Readers:
Everyone
Learning Robust Penetration Testing Policies under Partial Observability: A systematic evaluation
Raphael Simon
,
Pieter Jules Karel Libin
,
Wim Mees
Accepted by TMLR
Readers:
Everyone
A Group And Individual Aware Framework For Fair Reinforcement Learning
Alexandra Cimpean
,
Catholijn M Jonker
,
Pieter Jules Karel Libin
,
Ann Nowe
ALA 2024
Readers:
Everyone
A Systematic Analysis of Deep Learning Algorithms in High-Dimensional Data Regimes of Limited Size
Simon Jaxy
,
Ann Nowé
,
Pieter Libin
ICTAI 2024
Readers:
Everyone
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
Readers:
Everyone
A Reinforcement Learning Framework for Studying Group and Individual Fairness
Alexandra Cimpean
,
Catholijn M. Jonker
,
Pieter Libin
,
Ann Nowé
AAMAS 2024
Readers:
Everyone
Tree species mapping in the Brussels Capital Region using deep learning and data fusion
Robbe Neyns
,
Kyriakos Efthymiadis
,
Pieter Libin
,
Frank Canters
JURSE 2023
Readers:
Everyone
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
Readers:
Everyone
View all 63 publications
Co-Authors
Abdel Aouacheria
Adrian Fritz
Ahidjo Ayouba
Alejandro Reyes
Alex Bateman
Alexandra Cimpean
Alexandre Almeida
Alice C. McHardy
Ana B. Abecasis
Ana Patricia Carvalho
Anders Sönnerborg
Andrea Torneri
Ann Nowe
Ann Nowé
Anne-Christin Hauschild
Anne-Mieke Vandamme
Annelies De Bel
Anton I. Petrov
Antonia Bezenchek
Arno Moonens
Beatriz M. Méndez-Hernández
Benjamin J. Smith
Bernardo Galvão-Castro
Breanndán Ó Nualláin
Cameron Foale
View all 162 co-authors