Research Explorer

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Researcher

Seyedsoroush Karimi Madahi

Publications & Research Data

Awards & Distinctions

9 Results

2025

Predicting and publishing accurate imbalance prices using Monte Carlo Tree Search

Fabio PaviraniJonas Van GompelSeyedsoroush Karimi MadahiBert ClaessensChris Develder

A1 Journal Article in APPLIED ENERGY

Risk-sensitive reinforcement learning-based strategies for dutch implicit balancing

Seyedsoroush Karimi MadahiFabio PaviraniBert ClaessensChris Develder

Scalable attention-based reinforcement learning method for multi-asset control

Seyedsoroush Karimi MadahiGiuseppe GabrieleBert ClaessensChris Develder

System-aware reinforcement learning for optimized implicit imbalance participation in Belgium

Fabio PaviraniSeyedsoroush Karimi MadahiBert ClaessensChris Develder

2024

Control policy correction framework for reinforcement learning-based energy arbitrage strategies

Seyedsoroush Karimi MadahiGargya GokhaleMarie-Sophie VerweeBert ClaessensChris Develder

Distill2Explain : differentiable decision trees for explainable reinforcement learning in energy application controllers

Gargya GokhaleSeyedsoroush Karimi MadahiBert ClaessensChris Develder

Distributional reinforcement learning-based energy arbitrage strategies in imbalance settlement mechanism

Seyedsoroush Karimi MadahiBert ClaessensChris Develder

A1 Journal Article in JOURNAL OF ENERGY STORAGE

Frequency containment reserve and imbalance participation : a battery-integrated reinforcement learning strategy

Fabio PaviraniSeyedsoroush Karimi MadahiBert ClaessensChris Develder

Multi-source transfer learning in reinforcement learning-based home battery controller

Seyedsoroush Karimi MadahiToon Van PuyveldeGargya GokhaleBert ClaessensChris Develder