Hallah Shahid Butt
- PhD Student (Explainable Reinforcement Learning)
Research Area Data-driven analysis of complex systems (DRACOS)
324 CN
+49 721 608-28937
hallah butt ∂does-not-exist.kit edu
Publications
2025
Synthesizing Distribution Grid Congestion Data Using Multivariate Conditional Time Series Generative Adversarial Networks
Demirel, G.; Hauf, J.; Butt, H.; Förderer, K.; Schäfer, B.; Hagenmeyer, V.
2025. 2024 IEEE Sustainable Power and Energy Conference (iSPEC), 385–390, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/iSPEC59716.2024.10892479
Demirel, G.; Hauf, J.; Butt, H.; Förderer, K.; Schäfer, B.; Hagenmeyer, V.
2025. 2024 IEEE Sustainable Power and Energy Conference (iSPEC), 385–390, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/iSPEC59716.2024.10892479
2024
Explainable Reinforcement Learning for Optimizing Electricity Costs in Building Energy Management
Butt, H. S.; Huang, Q.; Schäfer, B.
2024. 2024 3rd International Conference on Energy Transition in the Mediterranean Area (SyNERGY MED), Limassol, Cyprus, 21-23 October 2024, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/SyNERGYMED62435.2024.10799400
Butt, H. S.; Huang, Q.; Schäfer, B.
2024. 2024 3rd International Conference on Energy Transition in the Mediterranean Area (SyNERGY MED), Limassol, Cyprus, 21-23 October 2024, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/SyNERGYMED62435.2024.10799400
Why Reinforcement Learning in Energy Systems Needs Explanations
Butt, H. S.; Schafer, B.
2024. Proceedings of the 2024 Workshop on Explainability Engineering, 26–30, Association for Computing Machinery (ACM). doi:10.1145/3648505.3648510
Butt, H. S.; Schafer, B.
2024. Proceedings of the 2024 Workshop on Explainability Engineering, 26–30, Association for Computing Machinery (ACM). doi:10.1145/3648505.3648510