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Researcher
Seyedsoroush Karimi Madahi
Profile
Projects
Publications & Research Data
Activities
Awards & Distinctions
Patents
9
Results
2025
Predicting and publishing accurate imbalance prices using Monte Carlo Tree Search
Fabio Pavirani
Jonas Van Gompel
Seyedsoroush Karimi Madahi
Bert Claessens
Chris Develder
A1
Journal Article
in
APPLIED ENERGY
2025
Risk-sensitive reinforcement learning-based strategies for dutch implicit balancing
Seyedsoroush Karimi Madahi
Fabio Pavirani
Bert Claessens
Chris Develder
P1
Conference
2025
Scalable attention-based reinforcement learning method for multi-asset control
Seyedsoroush Karimi Madahi
Giuseppe Gabriele
Bert Claessens
Chris Develder
C1
Conference
2025
System-aware reinforcement learning for optimized implicit imbalance participation in Belgium
Fabio Pavirani
Seyedsoroush Karimi Madahi
Bert Claessens
Chris Develder
P1
Conference
2025
2024
Control policy correction framework for reinforcement learning-based energy arbitrage strategies
Seyedsoroush Karimi Madahi
Gargya Gokhale
Marie-Sophie Verwee
Bert Claessens
Chris Develder
P1
Conference
2024
Distill2Explain : differentiable decision trees for explainable reinforcement learning in energy application controllers
Gargya Gokhale
Seyedsoroush Karimi Madahi
Bert Claessens
Chris Develder
P1
Conference
2024
Distributional reinforcement learning-based energy arbitrage strategies in imbalance settlement mechanism
Seyedsoroush Karimi Madahi
Bert Claessens
Chris Develder
A1
Journal Article
in
JOURNAL OF ENERGY STORAGE
2024
Frequency containment reserve and imbalance participation : a battery-integrated reinforcement learning strategy
Fabio Pavirani
Seyedsoroush Karimi Madahi
Bert Claessens
Chris Develder
P1
Conference
2024
Multi-source transfer learning in reinforcement learning-based home battery controller
Seyedsoroush Karimi Madahi
Toon Van Puyvelde
Gargya Gokhale
Bert Claessens
Chris Develder
P1
Conference
2024