Jeroen Willems

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 9

Top Topics

Supervised Learning

Industrial Applications

Iterative Learning

Top Venues

Publications

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)
Hélène Plisnier, Denis Steckelmacher, Jeroen Willems, Bruno Depraetere, Ann Nowé
Transferring Multiple Policies to Hotstart Reinforcement Learning in an Air Compressor Management Problem. CoRR (2023)
Edward Kikken, Jeroen Willems, Bruno Depraetere
Optimal Motion Control using Neural Networks Applied to a Slider-Crank Mechanism. CCTA (2023)
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)
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)
Jeroen Willems, Bruno Depraetere, Sorin Bengea
A General Multi-System Learning Control Framework and its Application to Non-Synchronized Experiments. CCTA (2022)
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)
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)
Jeroen Willems, Erik Hostens, Bruno Depraetere, Armin Steinhauser, Jan Swevers
Learning Control in Practice: Novel Paradigms for Industrial Applications. CCTA (2018)