Projects per year
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Dive into the research topics where Pieter Libin is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
- 1 Finished
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FWOSB9: Automatic learning of optimal prevention strategies for latent infectious diseases
1/01/16 → 31/12/19
Project: Applied
Research output
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A prospect on the use of antiviral drugs to control local outbreaks of COVID-19
Torneri, A., Libin, P., Vanderlocht, J., Vandamme, A-M., Neyts, J. & Hens, N., 25 Jun 2020, In : BMC Medicine. 18, 1, 9 p., 191.Research output: Contribution to journal › Article
3 Citations (Scopus) -
Deep reinforcement learning for large-scale epidemic control
Libin, P., Moonens, A., Verstraeten, T., Perez Sanjines, F. R., Hens, N., Lemey, P. & Nowe, A., 2020, (Accepted/In press) Proceedings of the Adaptive and Learning Agents Workshop 2020 (ALA2020) at AAMAS. 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › Research
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Fleet Control using Coregionalized Gaussian Process Policy Iteration
Verstraeten, T., Libin, P. & Nowe, A., 24 Aug 2020, Proceedings of the 24th European Conference on Artificial Intelligence (ECAI 2020). De Giacomo, G., Catala, A., Dilkina, B., Milano, M., Barro, S., Bugarin, A. & Lang, J. (eds.). IOS Press, p. 1571-1578 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 325).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
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Increasing Prevalence of HIV-1 Transmitted Drug Resistance in Portugal: Implications for First Line Treatment Recommendations
Pingarilho, M., Pimentel, V., Diogo, I., Fernandes, S., Miranda, M., Pineda-Pena, A., Libin, P., Theys, K., Martins, M. R. O., Vandamme, A-M., Camacho, R., Gomes, P. & Abecasis, A., 30 Oct 2020, In : Viruses. 12, 11, 15 p., 1238.Research output: Contribution to journal › Article
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Interactive Multi-Objective Reinforcement Learning in Multi-Armed Bandits with Gaussian Process Utility Models
Roijers, D. M., Zintgraf, L. M., Libin, P., Reymond, M., Bargiacchi, E. & Nowe, A., 2020, ECML-PKDD 2020: Proceedings of the 2020 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Springer, 16 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Prizes
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ALA best paper award
Diederik Roijers (Recipient), Luisa Zintgraf (Recipient), Pieter Libin (Recipient) & Ann Nowe (Recipient), May 2018
Prize: National/international honour
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FWO travel grant "krediet voor deelname aan congres in het buitenland"
Pieter Libin (Recipient), 2019
Prize: Fellowship awarded competitively
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ICTAI Best student paper award
Pieter Libin (Recipient), 7 Nov 2018
Prize: National/international honour
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ICTAI Best student paper award
Felipe Gomez Marulanda (Recipient), Pieter Libin (Recipient) & Timothy Verstraeten (Recipient), 7 Nov 2018
Prize: Prize (including medals and awards)
Activities
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Bayesian Best-Arm Identification for Selecting Influenza Mitigation Strategies
Pieter Libin (Speaker)19 Nov 2019Activity: Talk or presentation › Talk or presentation at a workshop/seminar
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Adaptive Learning Agents workshop 2019
Pieter Libin (Chair)14 May 2019Activity: Participating in or organising an event › Participation in workshop, seminar
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Boundary Focused Thompson sampling
Pieter Libin (Speaker), Timothy Verstraeten (Contributor), Diederik Roijers (Contributor), Wenjia Wang (Contributor), Kristof Theys (Contributor), Ann Nowe (Contributor)14 May 2019Activity: Talk or presentation › Talk or presentation at a workshop/seminar
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PLATYPI: fast phylogenetic genotype classification and recombination detection
Pieter Libin (Speaker)27 Mar 2019Activity: Talk or presentation › Talk or presentation at a conference
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Adaptive Learning Agents workshop 2019
Pieter Libin (Member of programme committee)13 May 2019 → 14 May 2019Activity: Participating in or organising an event › Participation in workshop, seminar