Hannah Markgraf

According to our database, Hannah Markgraf authored at least 8 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

CommonPower: A Framework for Safe Data-Driven Smart Grid Control.

Michael Eichelbeck, Hannah Markgraf, Matthias Althoff

IEEE Trans. Smart Grid, January, 2026

Safe Reinforcement Learning using Action Projection: Safeguard the Policy or the Environment?

Hannah Markgraf, Shambhuraj Sawant, Hanna Krasowski, Lukas Schäfer, Sebastien Gros, Matthias Althoff

Trans. Mach. Learn. Res., 2026

2025

Safe Reinforcement Learning using Action Projection: Safeguard the Policy or the Environment?

Hannah Markgraf, Shamburaj Sawant, Hanna Krasowski, Lukas Schäfer, Sebastien Gros, Matthias Althoff

CoRR, September, 2025

Provably Safe Reinforcement Learning from Analytic Gradients.

Tim Walter, Hannah Markgraf, Jonathan Külz, Matthias Althoff

CoRR, June, 2025

PyTupli: A Scalable Infrastructure for Collaborative Offline Reinforcement Learning Projects.

Hannah Markgraf, Michael Eichelbeck, Daria Cappey, Selin Demirtürk, Yara Schattschneider, Matthias Althoff

CoRR, May, 2025

2024

CommonPower: Supercharging Machine Learning for Smart Grids.

Michael Eichelbeck, Hannah Markgraf, Matthias Althoff

CoRR, 2024

2023

Safe Multi-Agent Reinforcement Learning for Price-Based Demand Response.

Hannah Markgraf, Matthias Althoff

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

2022

Contingency-constrained economic dispatch with safe reinforcement learning.

Michael Eichelbeck, Hannah Markgraf, Matthias Althoff

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022