Hannah Markgraf

According to our database, Hannah Markgraf authored at least 5 papers between 2022 and 2025.

Collaborative distances:

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

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