Catherine Laflamme

According to our database, Catherine Laflamme authored at least 6 papers between 2021 and 2025.

Collaborative distances:

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

2025

Explainable reinforcement learning for powertrain control engineering.

Catherine Laflamme, Jörg Doppler, B. Palvolgyi, Sven Dominka, Zsolt János Viharos, Stefan Haeussler

Eng. Appl. Artif. Intell., 2025

2024

Learning to Drive (Efficiently) : A Feasibility Study for the Application of Reinforce Learning for Automated Powertrain Control Software Engineering.

Sven Dominka, Jörg Doppler, Henrik Smith, Teresa Litschauer, Catherine Laflamme

Proceedings of the IEEE International Conference on Electro Information Technology, 2024

2023

Optimisation of Matrix Production System Reconfiguration with Reinforcement Learning.

Leonhard Czarnetzki, Catherine Laflamme, Christoph Halbwidl, Lisa Charlotte Günther, Thomas Sobottka, Daniel Bachlechner

Proceedings of the KI 2023: Advances in Artificial Intelligence, 2023

2022

Machine Learning Methods for Health-Index Prediction in Coating Chambers.

Clemens Heistracher, Anahid N. Jalali, Jürgen Schneeweiss, Klaudia Kovacs, Catherine Laflamme, Bernhard Haslhofer

CoRR, 2022

Enabling Supervised Machine Learning Through Data Pooling: A Case Study with Small and Medium-Sized Enterprises in the Service Industry.

Leonhard Czarnetzki, Fabian Kainz, Fabian Lächler, Catherine Laflamme, Daniel Bachlechner

Proceedings of the KI 2022: Advances in Artificial Intelligence, 2022

2021

Demonstrating Reinforcement Learning for Maintenance Scheduling in a Production Environment.

Jakob Giner, Raphael Lamprecht, Viola Gallina, Catherine Laflamme, Lennard Sielaff, Wilfried Sihn

Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021