A Research Agenda for Artificial Intelligence in the Field of Flexible Production Systems. - Aljosha Köcher; René Heesch; Niklas Widulle; Anna Nordhausen; Julian Putzke; Alexander Windmann; Sven Vagt; Oliver Niggemann (CoRR, 2021)

An AI benchmark for Diagnosis, Reconfiguration & Planning. - Jonas Ehrhardt; Malte Ramonat; René Heesch; Kaja Balzereit; Alexander Diedrich; Oliver Niggemann (ETFA, 2022)

A Research Agenda for AI Planning in the Field of Flexible Production Systems. - Aljosha Köcher; René Heesch; Niklas Widulle; Anna Nordhausen; Julian Putzke; Alexander Windmann; Oliver Niggemann (ICPS, 2022)

On a Uniform Causality Model for Industrial Automation. - Maria Krantz; Alexander Windmann; René Heesch; Lukas Moddemann; Oliver Niggemann (CoRR, 2022)

Learning Process Steps as Dynamical Systems for a Sub-Symbolic Approach of Process Planning in Cyber-Physical Production Systems. - Jonas Ehrhardt; René Heesch; Oliver Niggemann (ECAI Workshops (2), 2023)

Integrating Machine Learning into an SMT-Based Planning Approach for Production Planning in Cyber-Physical Production Systems. - René Heesch; Jonas Ehrhardt; Oliver Niggemann (ECAI Workshops (2), 2023)

Transformation eines Fähigkeitsmodells in einen PDDL-Planungsansatz. - Luis Miguel Vieira da Silva; René Heesch; Aljosha Köcher; Alexander Fay (Autom., 2023)

Inferring Sensor Placement Using Critical Pairs and Satisfiability Modulo Theory. - Alexander Diedrich; René Heesch; Marco Bozzano; Björn Ludwig; Alessandro Cimatti; Oliver Niggemann (DX, 2024)

Summary of "A Lazy Approach to Neural Numerical Planning with Control Parameters" (Extended Abstract). - René Heesch; Alessandro Cimatti; Jonas Ehrhardt; Alexander Diedrich; Oliver Niggemann (DX, 2024)

Design Principles for Falsifiable, Replicable and Reproducible Empirical Machine Learning Research. - Daniel Vranjes; Jonas Ehrhardt; René Heesch; Lukas Moddemann; Henrik Sebastian Steude; Oliver Niggemann (DX, 2024)

A Lazy Approach to Neural Numerical Planning with Control Parameters. - René Heesch; Alessandro Cimatti; Jonas Ehrhardt; Alexander Diedrich; Oliver Niggemann (ECAI, 2024)

AAAI Workshop on AI Planning for Cyber-Physical Systems - CAIPI24. - Oliver Niggemann; Gautam Biswas; Alexander Diedrich; Jonas Ehrhardt; René Heesch; Niklas Widulle (CoRR, 2024)

Evaluating Large Language Models for Real-World Engineering Tasks. - René Heesch; Sebastian Eilermann; Alexander Windmann; Alexander Diedrich; Philipp Rosenthal; Oliver Niggemann (CoRR, 2025)