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Glenn Ceusters

4 papers hereh-index 5182 citations6 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • eess.SY4

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedReal-world validation of safe reinforcement learning, model predictive control and decision tree-based home energy management systems

28 citations · 37 across the 4 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

eess.SY2023★ 8 cited

An adaptive safety layer with hard constraints for safe reinforcement learning in multi-energy management systems

Glenn Ceusters, Muhammad Andy Putratama, Rüdiger Franke +2

Safe reinforcement learning (RL) with hard constraint guarantees is a promising optimal control direction for multi-energy management systems. It only requires the environment-spec…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.