Manage settings
MENU
About this site
In het Nederlands
Home
Researchers
Projects
Organisations
Publications
Infrastructure
Contact
Research Explorer
Your browser does not support JavaScript or JavaScript is not enabled. Without JavaScript some functions of this webapplication may be disabled or cause error messages. To enable JavaScript, please consult the manual of your browser or contact your system administrator.
Researcher
Bert Claessens
Profile
Projects
Publications
Activities
Awards & Distinctions
13
Results
2024
Control policy correction framework for reinforcement learning-based energy arbitrage strategies
Seyedsoroush Karimi Madahi
Gargya Gokhale
Marie-Sophie Verwee
Bert Claessens
Chris Develder
C1
Conference
2024
Demand response for residential building heating : effective Monte Carlo Tree Search control based on physics-informed neural networks
Fabio Pavirani
Gargya Gokhale
Bert Claessens
Chris Develder
A1
Journal Article
in
ENERGY AND BUILDINGS
2024
Deployable data-driven control algorithms for residential demand response : a study on specialized, problem-specific neural architectures
Gargya Gokhale
Chris Develder
Bert Claessens
Dissertation
2024
Distill2Explain : differentiable decision trees for explainable reinforcement learning in energy application controllers
Gargya Gokhale
Seyedsoroush Karimi Madahi
Bert Claessens
Chris Develder
C1
Conference
2024
Distributional reinforcement learning-based energy arbitrage strategies in imbalance settlement mechanism
Seyed Soroush Karimi Madahi
Bert Claessens
Chris Develder
U
Journal Article
in
JOURNAL OF ENERGY STORAGE
2024
Explainable reinforcement learning-based home energy management systems using differentiable decision trees
Gargya Gokhale
Bert Claessens
Chris Develder
C1
Conference
2024
Frequency containment reserve and imbalance participation : a battery-integrated reinforcement learning strategy
Fabio Pavirani
Seyedsoroush Karimi Madahi
Bert Claessens
Chris Develder
C1
Conference
2024
Monitoring of photovoltaic systems and forecasting of power system imbalance using neural networks
Jonas Van Gompel
Chris Develder
Bert Claessens
Dissertation
2024
Sample efficient reinforcement learning for building control : leveraging physics-informed latent representations
Gargya Gokhale
Bert Claessens
Chris Develder
C1
Conference
2024
2023
Physics-informed machine learning based identification and reinforcement learning based control of flexibility in smart grid applications
Manu Lahariya
Chris Develder
Bert Claessens
Dissertation
2023
Real-world implementation of reinforcement learning based energy coordination for a cluster of households
Gargya Gokhale
Niels Tiben
Marie-Sophie Verwee
Manu Lahariya
Bert Claessens
Chris Develder
P1
Conference
2023
Transfer learning in transformer-based demand forecasting for home energy management system
Gargya Gokhale
Jonas Van Gompel
Bert Claessens
Chris Develder
P1
Conference
2023
2022
Physics informed neural networks for control oriented thermal modeling of buildings
Gargya Gokhale
Bert Claessens
Chris Develder
A1
Journal Article
in
APPLIED ENERGY
2022