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2020 – today
- 2023
[c8]Edward Kikken, Jeroen Willems, Bruno Depraetere:
Optimal Motion Control using Neural Networks Applied to a Slider-Crank Mechanism. CCTA 2023: 1146-1152- [c7]Taranjitsingh Singh
, Jeroen Willems, Bruno Depraetere, Glenn Emmers, Thomas Vandenhove, Jeroen Stuyts:
Optimal and Charge-Sustainable Energy Management Systems for Industrial DC Grids. CoDIT 2023: 2020-2026 - [c6]Edward Kikken, Jeroen Willems, Rob Salaets, Erik Hostens:
Probabilistic Physics-Augmented Neural Networks for Robust Control Applied to a Slider-Crank System. ICINCO (1) 2023: 152-161 - [c5]Rian Beck, Sudarsan Kumar Venkatesan, Joram Meskens, Jeroen Willems, Edward Kikken, Bruno Depraetere:
A Clustering-Based Approach for Adaptive Control Applied to a Hybrid Electric Vehicle. ICINCO (1) 2023: 162-171 - [i1]Hélène Plisnier, Denis Steckelmacher, Jeroen Willems, Bruno Depraetere, Ann Nowé:
Transferring Multiple Policies to Hotstart Reinforcement Learning in an Air Compressor Management Problem. CoRR abs/2301.12820 (2023) - 2022
- [c4]Jeroen Willems, Kerem Eryilmaz, Denis Steckelmacher, Bruno Depraetere, Rian Beck, Abdellatif Bey-Temsamani, Jan Helsen, Ann Nowé:
Fast Initialization of Control Parameters using Supervised Learning on Data from Similar Assets. CCTA 2022: 1214-1221 - [c3]Jeroen Willems, Bruno Depraetere, Sorin Bengea:
A General Multi-System Learning Control Framework and its Application to Non-Synchronized Experiments. CCTA 2022: 1433-1439
2010 – 2019
- 2019
- [c2]Jeroen Willems, Erik Hostens, Bruno Depraetere, Daniele Ronzani, Armin Steinhauser, Jan Swevers:
An Input- Mapping Initialization Approach to Accelerate Iterative Learning of Similar Tasks. ICM 2019: 485-490 - 2018
- [c1]Jeroen Willems, Erik Hostens, Bruno Depraetere, Armin Steinhauser, Jan Swevers:
Learning Control in Practice: Novel Paradigms for Industrial Applications. CCTA 2018: 1270-1276
Coauthor Index
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