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Bert Claessens — most-cited papers & profile · Reinforcement Learning
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Bert Claessens
8
papers ·
23
citations
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Most-cited papers
Distributional Reinforcement Learning-based Energy Arbitrage Strategies in Imbalance Settlement Mechanism
2024 · 8 citations
Convolutional Neural Networks For Automatic State-Time Feature Extraction in Reinforcement Learning Applied to Residential Load Control
2016 · 7 citations
Control Policy Correction Framework for Reinforcement Learning-based Energy Arbitrage Strategies
2024 · 4 citations
Demand response for residential building heating: Effective Monte Carlo Tree Search control based on physics-informed neural networks
2023 · 2 citations
Model Predictive Control-Guided Reinforcement Learning for Implicit Balancing
2025
Distill2Explain: Differentiable decision trees for explainable reinforcement learning in energy application controllers
2024
Explainable Reinforcement Learning-based Home Energy Management Systems using Differentiable Decision Trees
2024
Top co-authors
Chris Develder
· 6
Gargya Gokhale
· 4
Seyed Soroush Karimi Madahi
· 4
Fabio Pavirani
· 1
Frederik Ruelens
· 1
Kenneth Bruninx
· 1
Marie-Sophie Verwee
· 1
Peter Vrancx
· 1
Topics
Model-Based RL
Value-Based
Safe RL
Policy Gradient
RLHF & Alignment