Overarching Sustainable Energy Management of PV Integrated EV Parking Lots in Reconfigurable Microgrids Using Generative Adversarial Networks. - Seyed Soroush Karimi Madahi; Arian Shah Kamrani; Hamed Nafisi (IEEE Trans. Intell. Transp. Syst., 2022)

Multi-source Transfer Learning in Reinforcement Learning-based Home Battery Controller. - Seyed Soroush Karimi Madahi; Toon Van Puyvelde; Gargya Gokhale; Bert Claessens; Chris Develder (BuildSys, 2024)

Distill2Explain: Differentiable decision trees for explainable reinforcement learning in energy application controllers. - Gargya Gokhale; Seyed Soroush Karimi Madahi; Bert Claessens; Chris Develder (e-Energy, 2024)

Frequency Containment Reserve and Imbalance participation: a Battery-Integrated Reinforcement Learning Strategy. - Fabio Pavirani; Seyed Soroush Karimi Madahi; Bert Claessens; Chris Develder (e-Energy, 2024)

Distributional Reinforcement Learning-based Energy Arbitrage Strategies in Imbalance Settlement Mechanism. - Seyed Soroush Karimi Madahi; Bert Claessens; Chris Develder (CoRR, 2024)

Control Policy Correction Framework for Reinforcement Learning-based Energy Arbitrage Strategies. - Seyed Soroush Karimi Madahi; Gargya Gokhale; Marie-Sophie Verwee; Bert Claessens; Chris Develder (CoRR, 2024)

Predicting and Publishing Accurate Imbalance Prices Using Monte Carlo Tree Search. - Fabio Pavirani; Jonas Van Gompel; Seyed Soroush Karimi Madahi; Bert Claessens; Chris Develder (CoRR, 2024)

Gaming Strategies in European Imbalance Settlement Mechanisms. - Seyed Soroush Karimi Madahi; Kenneth Bruninx; Bert Claessens; Chris Develder (CoRR, 2025)