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Glenn Ceusters — most-cited papers & profile · Reinforcement Learning
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Glenn Ceusters
4
papers ·
51
citations ·
6
h-index
Vrije Universiteit Brussel · Allergan (Belgium)
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Most-cited papers
Safe reinforcement learning for multi-energy management systems with known constraint functions
2022 · 25 citations
Real-world validation of safe reinforcement learning, model predictive control and decision tree-based home energy management systems
2024 · 19 citations
An adaptive safety layer with hard constraints for safe reinforcement learning in multi-energy management systems
2023 · 7 citations
Model-predictive control and reinforcement learning in multi-energy system case studies
2021
Top co-authors
Maarten Messagie
· 4
Ann Now\'e
· 3
R\"udiger Franke
· 3
Luis Ramirez Camargo
· 2
Alberte Bouso Garc\'ia
· 1
Cedric De Cauwer
· 1
Evgenii Genov
· 1
Geert Deconinck
· 1
Gilles Van Kriekinge
· 1
Julian Ruddick
· 1
Lieve Helsen
· 1
Muhammad Andy Putratama
· 1
Topics
Safe RL
Multi-Agent
Model-Based RL
Policy Gradient
Value-Based