| Bayesian best-arm identification for selecting influenza mitigation strategies PJK Libin, T Verstraeten, DM Roijers, J Grujic, K Theys, P Lemey, A Nowé Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018 | 11 | 2018 |
| Learning to coordinate with coordination graphs in repeated single-stage multi-agent decision problems E Bargiacchi, T Verstraeten, D Roijers, A Nowé, H Hasselt International conference on machine learning, 482-490, 2018 | 10 | 2018 |
| Fleetwide data-enabled reliability improvement of wind turbines T Verstraeten, A Nowé, J Keller, Y Guo, S Sheng, J Helsen Renewable and Sustainable Energy Reviews 109, 428-437, 2019 | 4 | 2019 |
| Efficient evaluation of influenza mitigation strategies using preventive bandits P Libin, T Verstraeten, K Theys, DM Roijers, P Vrancx, A Nowé International Conference on Autonomous Agents and Multiagent Systems, 67-85, 2017 | 4 | 2017 |
| Thompson Sampling for m-top Exploration. P Libin, T Verstraeten, DM Roijers, W Wang, K Theys, A Nowé BNAIC/BENELEARN, 2019 | 3 | 2019 |
| Deep reinforcement learning for large-scale epidemic control P Libin, A Moonens, T Verstraeten, F Perez-Sanjines, N Hens, P Lemey, ... arXiv preprint arXiv:2003.13676, 2020 | 2 | 2020 |
| Bayesian Anytime m-top Exploration P Libin, T Verstraeten, DM Roijers, W Wang, K Theys, A Nowe 2019 IEEE 31st International Conference on Tools with Artificial …, 2019 | 2 | 2019 |
| IPC-Net: 3D point-cloud segmentation using deep inter-point convolutional layers FG Marulanda, P Libin, T Verstraeten, A Nowé 2018 IEEE 30th International Conference on Tools with Artificial …, 2018 | 2 | 2018 |
| Reinforcement learning for fleet applications using coregionalized gaussian processes T Verstraeten, A Nowé Adaptive Learning Agents (ALA) Workshop at AAMAS). IFAAMAS 57, 2018 | 2 | 2018 |
| Fleet-oriented pattern mining combined with time series signature extraction for understanding of wind farm response to storm conditions PJ Daems, L Feremans, T Verstraeten, B Cule, B Goethals, J Helsen | 2* | |
| Multi-Agent thompson Sampling for Bandit Applications with Sparse neighbourhood Structures T Verstraeten, E Bargiacchi, PJK Libin, J Helsen, DM Roijers, A Nowé Scientific Reports 10 (1), 1-13, 2020 | 1 | 2020 |
| Thompson sampling for factored multi-agent bandits T Verstraeten, E Bargiacchi, PJK Libin, DM Roijers, A Nowé arXiv preprint arXiv:1911.10120, 2019 | 1 | 2019 |
| Fleet control using coregionalized gaussian process policy iteration T Verstraeten, PJK Libin, A Nowé arXiv preprint arXiv:1911.10121, 2019 | 1 | 2019 |
| Fleet-wide condition monitoring combining vibration signal processing and machine learning rolled out in a cloud-computing environment J Helsen, C Peeters, T Verstraeten, J Verbeke, N Gioia, A Nowé International Conference on Noise and Vibration Engineering (ISMA), 2018 | 1 | 2018 |
| Model-based Multi-Agent Reinforcement Learning with Cooperative Prioritized Sweeping E Bargiacchi, T Verstraeten, DM Roijers, A Nowé arXiv preprint arXiv:2001.07527, 2020 | | 2020 |
| Combining Machine Learning and Operational Modal Analysis Approaches to Gain Insights in Wind Turbine Drivetrain Dynamics N Gioia, PJ Daems, T Verstraeten, P Guillaume, J Helsen Topics in Modal Analysis & Testing, Volume 8, 293-299, 2020 | | 2020 |
| Advanced Vibration Signal Processing Using Edge Computing to Monitor Wind Turbine Drivetrains C Peeters, T Verstraeten, A Nowé, PJ Daems, J Helsen International Conference on Offshore Mechanics and Arctic Engineering 59353 …, 2019 | | 2019 |
| IPC-Net: 3D point-cloud segmentation using deep inter-point convolutional layers F Gomez Marulanda, P Libin, T Verstraeten, A Nowé arXiv, arXiv: 1909.13726, 2019 | | 2019 |
| Edge computing for advanced vibration signal processing T Verstraeten, FG Marulanda, C Peeters, PJ Daems, A Nowé, J Helsen | | 2019 |
| Wind Turbine Planetary Gear Fault Identification Using Statistical Condition Indicators and Machine Learning C Peeters, T Verstraeten, A Nowé, J Helsen International Conference on Offshore Mechanics and Arctic Engineering 58899 …, 2019 | | 2019 |
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