Onderzoeksoutput per jaar
Onderzoeksoutput per jaar
Onderzoeksoutput
- 28 resultaten
Zoekresultaten
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2024
Exploring the limits of deep learning in high-dimensional limited-sized data regimes using single- and multi-objective optimization strategies
Jaxy, S., Nowe, A. & Libin, P., 18 okt 2024.Onderzoeksoutput: Poster
Bestand24 Downloads (Pure) -
Programmatic Reinforcement Learning using Critic-Moderated Evolution
Deproost, S., Steckelmacher, D. & Nowe, A., 18 nov 2024, (Unpublished).Onderzoeksoutput: Poster
Bestand8 Downloads (Pure) -
Realizing executable programs from an abstract of the policy
Deproost, S. & Nowe, A., 10 jun 2024, (Unpublished).Onderzoeksoutput: Poster
Bestand7 Downloads (Pure) -
2022
Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision
Delgrange, F., Nowe, A. & Pérez, G. A., 3 jun 2022, (Unpublished).Onderzoeksoutput: Poster
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Evaluating COVID-19 vaccine allocation policies using Bayesian m-top exploration
Cimpean, I. A., Willem, L., Verstraeten, T., Hens, N., Nowe, A. & Libin, P., sep 2022.Onderzoeksoutput: Poster
Bestand25 Downloads (Pure) -
Exploring the Pareto front of multi-objective COVID-19 mitigation policies using reinforcement learning
Reymond, M., Hayes, C. F., Willem, L., Radulescu, R., Abrams, S., Roijers, D. M., Howley, E., Mannion, P., Hens, N., Nowe, A. & Libin, P., 19 sep 2022.Onderzoeksoutput: Poster
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Fleet-based early fault detection of wind turbine gearboxes using physics-informed deep learning based on cyclic spectral coherence
Perez Sanjines, F. R., Jan Helsen & Nowe, A., 21 jun 2022.Onderzoeksoutput: Poster
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Formal Verification of Efficiently Distilled RL Policies with Many-sided Guarantees
Delgrange, F., Nowe, A. & Pérez, G. A., 7 nov 2022.Onderzoeksoutput: Poster
Bestand24 Downloads (Pure) -
2021
Health-aware control using spectral coherence maps and successor features.
Perez Sanjines, F. R., Helsen, J. & Nowe, A., 26 apr 2021.Onderzoeksoutput: Poster
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2019
Dynamic Weights in Multi-Objective Deep Reinforcement Learning
Abels, A., Roijers, D. M., Lenaerts, T., Nowe, A. & Steckelmacher, D., 9 jun 2019.Onderzoeksoutput: Poster
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Thompson Sampling for m-top Exploration
Libin, P., Verstraeten, T., Roijers, D., Wang, W., Theys, K. & Nowe, A., 1 jan 2019.Onderzoeksoutput: Poster
Open AccessBestand14 Downloads (Pure) -
Transfer Reinforcement Learning across Environment Dynamics with Multiple Advisors
Plisnier, H., Steckelmacher, D., Roijers, D. M. & Nowe, A., 6 nov 2019.Onderzoeksoutput: Poster
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2018
Analyzing the epidemic size distributions of an individual-based influenza model
Libin, P., Theys, K. & Nowe, A., 22 mei 2018.Onderzoeksoutput: Poster
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Directed Policy Gradient for Safe Reinforcement Learning with Human Advice
Plisnier, H., Steckelmacher, D., Brys, T., Roijers, D. & Nowe, A., 3 okt 2018.Onderzoeksoutput: Poster
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Learning to Coordinate with Coordination Graphs in Repeated Single-Stage Multi-Agent Decision Problems
Bargiacchi, E., Verstraeten, T., Roijers, D., Nowe, A. & van Hasselt, H., 2018.Onderzoeksoutput: Poster
Open AccessBestand17 Downloads (Pure) -
Off-Policy and Off-Actor Actor-Critic with Bootstrapped Dual Policy Iteration
Steckelmacher, D., Plisnier, H., Roijers, D. & Nowe, A., 3 okt 2018. 8 blz.Onderzoeksoutput: Poster
Open AccessBestand133 Downloads (Pure) -
Predicting disease-causing variant combinations for oligogenic diseases
Papadimitriou, S., Gazzo, A., Versbraegen, N., Nachtegael, C., Aerts, J., Moreau, Y., Van Dooren, S., Nowe, A., Smits, G. & Lenaerts, T., 8 mrt 2018.Onderzoeksoutput: Poster
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Reinforcement Learning in POMDPs with Memoryless Options and Option-Observation Initiation Sets
Steckelmacher, D., Roijers, D., Harutyunyan, A., Vrancx, P., Plisnier, H. & Nowe, A., 4 feb 2018.Onderzoeksoutput: Poster
Open AccessBestand49 Downloads (Pure) -
Towards a multivariant pathogenicity assessment: developing predictive methods for disease-causing digenic variant combinations
Papadimitriou, S., Gazzo, A., Versbraegen, N., Nachtegael, C., Aerts, J., Moreau, Y., Van Dooren, S., Nowe, A., Smits, G. & Lenaerts, T., 2018.Onderzoeksoutput: Poster
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2017
Bayesian Best-Arm Identification for Selecting Influenza Mitigation Strategies
Libin, P., Verstraeten, T., Roijers, D. M., Grujic, J., Theys, K., Lemey, P. & Nowé, A., 14 dec 2017.Onderzoeksoutput: Poster
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CIPS: a new method to handle robustness in the Job Shop Scheduling problem
Méndez-Hernández, B. M., Martínez-Jiménez, Y., Rodríguez-Bazan, E., Libin, P. & Nowe, A., feb 2017.Onderzoeksoutput: Poster
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Hierarchical Reinforcement Learning with Option Observation Initiation Sets
Steckelmacher, D., Roijers, D., Harutyunyan, A., Vrancx, P. & Nowe, A., 8 jun 2017.Onderzoeksoutput: Poster
Open AccessBestand54 Downloads (Pure) -
Inferring HIV prevalence from genetic data
Versbraegen, N., Libin, P., Abecasis, A., Gomes, P., Lenaerts, T. & Nowe, A., 14 dec 2017.Onderzoeksoutput: Poster
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2016
An automated maximum likelihood method for classifying virus sequences
Libin, P., Versbraegen, N., Cuypers, L., Theys, K. & Nowé, A., 2016.Onderzoeksoutput: Poster
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Classification and nomenclature of Dengue: challenges of the present and defining the future
Cuypers, L., Libin, P., Nowé, A., Vandamme, A-M., Santiago, G. & Theys, K., 2016.Onderzoeksoutput: Poster
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Fleet Reinforcement Learning using Dependent Gaussian Processes
Verstraeten, T., Vrancx, P. & Nowe, A., 9 dec 2016, (Unpublished). 6 blz.Onderzoeksoutput: Poster
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GEVACT: GENOMIC VARIANT CLASSIFIER TOOL
Daneels, D., Grau Garcia, I. D. C., Sengupta, D., Bonduelle, M-L., Farid, D. M., Croes, D., Nowe, A. & Van Dooren, S., 4 feb 2016, blz. 1-1. 1 blz.Onderzoeksoutput: Poster
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Predicting digenic variant effects with DIDA
Papadimitriou, S., Gazzo, A., Smits, G., Nowé, A. & Lenaerts, T., 3 sep 2016.Onderzoeksoutput: Poster