Sebastian Hirt

According to our database, Sebastian Hirt authored at least 6 papers between 2024 and 2025.

Collaborative distances:

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

2025

Exploiting Prior Knowledge in Preferential Learning of Individualized Autonomous Vehicle Driving Styles.

Lukas Theiner, Sebastian Hirt, Alexander Steinke, Rolf Findeisen

CoRR, March, 2025

2024

Time-Series-Informed Closed-loop Learning for Sequential Decision Making and Control.

Sebastian Hirt, Lukas Theiner, Rolf Findeisen

CoRR, 2024

Safe Learning-Based Optimization of Model Predictive Control: Application to Battery Fast-Charging.

Sebastian Hirt, Andreas Höhl, Johannes Pohlodek, Joachim Schaeffer, Maik Pfefferkorn, Richard D. Braatz, Rolf Findeisen

CoRR, 2024

Stability-informed Bayesian Optimization for MPC Cost Function Learning.

Sebastian Hirt, Maik Pfefferkorn, Ali Mesbah, Rolf Findeisen

CoRR, 2024

Learning Model Predictive Control Parameters via Bayesian Optimization for Battery Fast Charging.

Sebastian Hirt, Andreas Höhl, Joachim Schaeffer, Johannes Pohlodek, Richard D. Braatz, Rolf Findeisen

CoRR, 2024

Safe and Stable Closed-Loop Learning for Neural-Network-Supported Model Predictive Control.

Sebastian Hirt, Maik Pfefferkorn, Rolf Findeisen

Proceedings of the 63rd IEEE Conference on Decision and Control, 2024