Jeroen Willems

According to our database, Jeroen Willems authored at least 9 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Transferring Multiple Policies to Hotstart Reinforcement Learning in an Air Compressor Management Problem.

Hélène Plisnier, Denis Steckelmacher, Jeroen Willems, Bruno Depraetere, Ann Nowé

CoRR, 2023

Probabilistic Physics-Augmented Neural Networks for Robust Control Applied to a Slider-Crank System.

Edward Kikken, Jeroen Willems, Rob Salaets, Erik Hostens

Proceedings of the 20th International Conference on Informatics in Control, 2023

A Clustering-Based Approach for Adaptive Control Applied to a Hybrid Electric Vehicle.

Rian Beck, Sudarsan Kumar Venkatesan, Joram Meskens, Jeroen Willems, Edward Kikken, Bruno Depraetere

Proceedings of the 20th International Conference on Informatics in Control, 2023

Optimal and Charge-Sustainable Energy Management Systems for Industrial DC Grids.

Taranjitsingh Singh, Jeroen Willems, Bruno Depraetere, Glenn Emmers, Thomas Vandenhove, Jeroen Stuyts

Proceedings of the 9th International Conference on Control, 2023

Optimal Motion Control using Neural Networks Applied to a Slider-Crank Mechanism.

Edward Kikken, Jeroen Willems, Bruno Depraetere

Proceedings of the IEEE Conference on Control Technology and Applications, 2023

2022

Fast Initialization of Control Parameters using Supervised Learning on Data from Similar Assets.

Jeroen Willems, Kerem Eryilmaz, Denis Steckelmacher, Bruno Depraetere, Rian Beck, Abdellatif Bey-Temsamani, Jan Helsen, Ann Nowé

Proceedings of the IEEE Conference on Control Technology and Applications, 2022

A General Multi-System Learning Control Framework and its Application to Non-Synchronized Experiments.

Jeroen Willems, Bruno Depraetere, Sorin Bengea

Proceedings of the IEEE Conference on Control Technology and Applications, 2022

2019

An Input- Mapping Initialization Approach to Accelerate Iterative Learning of Similar Tasks.

Jeroen Willems, Erik Hostens, Bruno Depraetere, Daniele Ronzani, Armin Steinhauser, Jan Swevers

Proceedings of the IEEE International Conference on Mechatronics, 2019

2018

Learning Control in Practice: Novel Paradigms for Industrial Applications.

Jeroen Willems, Erik Hostens, Bruno Depraetere, Armin Steinhauser, Jan Swevers

Proceedings of the IEEE Conference on Control Technology and Applications, 2018