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Dive into the research topics where Timothy Verstraeten 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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FWOSB27: Robust Fleet-Wide Reinforcement Learning
Nowe, A., Verstraeten, T. & Helsen, J.
1/01/17 → 31/12/20
Project: Fundamental
Research output
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A Practical Guide to Multi-Objective Reinforcement Learning and Planning
Hayes, C. F., Radulescu, R., Bargiacchi, E., Källström, J., Macfarlane, M., Reymond, M., Verstraeten, T., Zintgraf, L., Dazeley, R., Heintz, F., Howley, E., Irissappane, A. A., Mannion, P., Nowe, A., De Oliveira Ramos, G., Restelli, M., Vamplew, P. & Roijers, D. M., 13 Apr 2022, In : Autonomous Agents and Multi-Agent Systems. 36, 1, 59 p., 26.Research output: Contribution to journal › Article
Open AccessFile6 Downloads (Pure) -
Wind turbine drivetrains: state-of-the-art technologies and future development trends
Nejad, A., Keller, J., Guo, Y., sheng, S., Polinder, H., Watson, S., Dong, J., Qin, Z., Ebrahimi, A., Schelenz, R., Guzman, F. G., Cornel, D., Golafshan, R., Jacobs, G., Blockmans, B., Bosmans, J., Pluymers, B., Carroll, J., Koukoura, S., Hart, E. & 8 others, , 21 Feb 2022, In : Wind Energy Science. 7, 1, p. 1-25 25 p.Research output: Contribution to journal › Article
Open Access -
A Multi-Agent Reinforcement Learning Approach to Wind Farm Control
Verstraeten, T., 11 Mar 2021Research output: Thesis › PhD Thesis
Open Access -
Assessing the feasibility and effectiveness of household-pooled universal testing to control COVID-19 epidemics
Libin, P. J. K., Willem, L., Verstraeten, T., Torneri, A., Vanderlocht, J. & Hens, N., 9 Mar 2021, In : PLoS Computational Biology. 17, 3, 22 p., e1008688.Research output: Contribution to journal › Article
Open AccessFile10 Citations (Scopus)57 Downloads (Pure) -
Condition Monitoring of Wind Turbines and Extraction of Healthy Training Data Using An Ensemble of Advanced Statistical Anomaly Detection Models
Chesterman, X., Verstraeten, T., Daems, P-J., Nowe, A. & Helsen, J., 2021, Proceedings of the Annual Conference of the PHM Society. PHM Society, 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access
Prizes
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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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Novel hybrid gearbox signal model development for condition monitoring
Kayacan Kestel (Speaker), Cédric Peeters (Contributor), Timothy Verstraeten (Contributor), Jan Helsen (Contributor)25 May 2021 → 28 May 2021Activity: Talk or presentation › Talk or presentation at a conference
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Fleet-Wide Control using Coregionalized Gaussian Processes
Timothy Verstraeten (Speaker)26 Feb 2020Activity: Talk or presentation › Talk or presentation at a workshop/seminar
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Thompson Sampling for Factored Multi-Agent Bandits
Timothy Verstraeten (Speaker)9 May 2020 → 13 May 2020Activity: Talk or presentation › Talk or presentation at a conference
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Fleet-Wide Policy Iteration using Gaussian Processes
Timothy Verstraeten (Speaker)28 Feb 2020Activity: Talk or presentation › Talk or presentation at a workshop/seminar
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Fleet Control using Coregionalized Gaussian Process Policy Iteration
Timothy Verstraeten (Speaker)29 Aug 2020 → 8 Sep 2020Activity: Talk or presentation › Talk or presentation at a conference
Thesis
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Modeling Exoskeleton-Assisted Human Motion Using Gaussian Processes
Author: Verstraeten, T., Sep 2015Supervisor: Harutyunyan, A. (Advisor) & Nowe, A. (Promotor)
Student thesis: Master's Thesis