Constantin Cronrath

According to our database, Constantin Cronrath authored at least 8 papers between 2016 and 2026.

Collaborative distances:

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

2026

Model-Based Data-Efficient and Robust Reinforcement Learning.

Ludvig Svedlund, Constantin Cronrath, Jonas Fredriksson, Bengt Lennartson

CoRR, February, 2026

2024

How Useful is Learning in Mitigating Mismatch Between Digital Twins and Physical Systems?

Constantin Cronrath, Bengt Lennartson

IEEE Trans Autom. Sci. Eng., January, 2024

2023

Reinforcement Learning for Safety Testing: Lessons from A Mobile Robot Case Study.

Tom Philip Huck, Martin Kaiser, Constantin Cronrath, Bengt Lennartson, Torsten Kröger, Tamim Asfour

CoRR, 2023

Hazard Analysis of Collaborative Automation Systems: A Two-layer Approach based on Supervisory Control and Simulation.

Tom Philip Huck, Yuvaraj Selvaraj, Constantin Cronrath, Christoph Ledermann, Martin Fabian, Bengt Lennartson, Torsten Kröger

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2022

Relevant Safety Falsification by Automata Constrained Reinforcement Learning.

Constantin Cronrath, Tom Philip Huck, Christoph Ledermann, Torsten Kröger, Bengt Lennartson

Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022

2020

Formal Properties of the Digital Twin - Implications for Learning, optimization, and Control.

Constantin Cronrath, Ludvig Ekström, Bengt Lennartson

Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

2019

Enhancing Digital Twins through Reinforcement Learning.

Constantin Cronrath, Abolfazl Rezaei Aderiani, Bengt Lennartson

Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

2016

Energy reduction in paint shops through energy-sensitive on-off control.

Constantin Cronrath, Bengt Lennartson, Marco Lemessi

Proceedings of the IEEE International Conference on Automation Science and Engineering, 2016