Safe Active Learning, Optimization and Control via Gaussian Processes

Researcher

Jörn Tebbe

Publications

• Jörn Tebbe, Christoph Zimmer, Ansgar Steland, Markus Lange-Hegermann, Fabian Mies (2024): Efficiently Computable Safety Bounds for Gaussian Processes in Active Learning Full Publication

Collaboration

Bjarne Jaster

Research Theme

R3 Sustainability & Efficiency

Tags

Active Learning Gaussian Processes

This research project focuses on the improvement of algorithms using Gaussian Processes to model the safety of dynamical systems. To this end, gaining insights of these systems can be done in a safe and reliable way.