| Wavelet-based grid-adaptation for nonlinear scheduling subject to time-variable electricity prices P Schäfer, AM Schweidtmann, PHA Lenz, HMC Markgraf, A Mitsos Computers & Chemical Engineering 132, 106598, 2020 | 19 | 2020 |
| Contingency-constrained economic dispatch with safe reinforcement learning M Eichelbeck, H Markgraf, M Althoff 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | 11 | 2022 |
| Safe multi-agent reinforcement learning for price-based demand response H Markgraf, M Althoff 2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), 1-6, 2023 | 3 | 2023 |
| CommonPower: A Framework for Safe Data-Driven Smart Grid Control M Eichelbeck, H Markgraf, M Althoff | 1 | 2024 |
| CommonPower: Supercharging Machine Learning for Smart Grids M Eichelbeck, H Markgraf, M Althoff arXiv preprint arXiv:2406.03231, 2024 | | 2024 |
| Empowering Safe Reinforcement Learning in Power System Control with CommonPower H Markgraf, M Eichelbeck, M Althoff ICLR 2024 Workshop on Tackling Climate Change with Machine Learning, 2024 | | 2024 |
