Denis Steckelmacher

Reviewing machine learning of corrosion prediction in a data-oriented perspective

Leonardo Bertolucci Coelho, Dawei Zhang, Yves Van Ingelgem et al. · npj Materials Degradation · 2022 · 203 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +17

Dynamic Weights in Multi-Objective Deep Reinforcement Learning

Axel Abels, Diederik D.M. Roijers, Tom Lenaerts et al. · arXiv (Cornell University) · 2018 · 41 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +13

Dynamic Weights in Multi-Objective Deep Reinforcement Learning

Axel Abels, Diederik M. Roijers, Tom Lenaerts et al. · Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles) · 2018 · 34 citations · Full text

Multi-objective Reinforcement Learning for the Expected Utility of the Return

Diederik M. Roijers, Denis Steckelmacher, Ann Nowé · VUBIR (Vrije Universiteit Brussel) · 2020 · 25 citations

Artificial Intelligence, Engineering, Machine Learning +18

Actor-critic multi-objective reinforcement learning for non-linear utility functions

Mathieu Reymond, Conor F. Hayes, Denis Steckelmacher et al. · Autonomous Agents and Multi-Agent Systems · 2023 · 18 citations