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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
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
Published: 01 Jan 2023, Last Modified: 08 Jun 2023
AAMAS 2023
Readers:
Everyone
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
2022 (modified: 30 Jan 2023)
Auton. Agents Multi Agent Syst. 2022
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
2022 (modified: 30 Jan 2023)
CoRR 2022
Readers:
Everyone
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
2021 (modified: 30 Jan 2023)
CoRR 2021
Readers:
Everyone
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
Published: 01 Jan 2021, Last Modified: 07 Feb 2024
CoRR 2021
Readers:
Everyone
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
Published: 01 Jan 2021, Last Modified: 07 Feb 2024
AAMAS 2021
Readers:
Everyone
Thompson Sampling for Factored Multi-Agent Bandits
Timothy Verstraeten
,
Eugenio Bargiacchi
,
Pieter J. K. Libin
,
Diederik M. Roijers
,
Ann Nowé
Published: 01 Jan 2020, Last Modified: 07 Feb 2024
AAMAS 2020
Readers:
Everyone
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
Published: 01 Jan 2020, Last Modified: 07 Feb 2024
ECML/PKDD (3) 2020
Readers:
Everyone
Thompson Sampling for Factored Multi-Agent Bandits
Timothy Verstraeten
,
Eugenio Bargiacchi
,
Pieter J. K. Libin
,
Diederik M. Roijers
,
Ann Nowé
Published: 01 Jan 2019, Last Modified: 07 Feb 2024
CoRR 2019
Readers:
Everyone
Thompson Sampling for m-top Exploration
Pieter Libin
,
Timothy Verstraeten
,
Diederik M. Roijers
,
Wenjia Wang
,
Kristof Theys
,
Ann Nowé
Published: 01 Jan 2019, Last Modified: 07 Feb 2024
BNAIC/BENELEARN 2019
Readers:
Everyone
View all 15 publications
Co-Authors
Ahidjo Ayouba
Ana Patricia Carvalho
Ann Nowé
Anne-Mieke Vandamme
Annelies De Bel
Benjamin J. Smith
Cameron Foale
Carlo Torti
Charles A. Boucher
Conor F. Hayes
Dan Otelea
Diederik M. Roijers
Enda Howley
Eric Van Wijngaerden
Eugenio Bargiacchi
Fossie Ferreira
Fredrik Heintz
Friedrik Hentz
Gabriel de Oliveira Ramos
Gertjan Beheydt
Giuseppe Lapadula
Jan Helsen
Jean Ruelle
Jelena Grujic
Joana Cavaco-Silva
View all 58 co-authors