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ORCIDRené Heesch
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2020 – today
- 2026
[c12]Sebastian Eilermann, René Heesch, Oliver Niggemann:
ConTiCoM-3D: A Continuous-Time Consistency Model for 3D Point Cloud Generation. 3DV 2026: 1619-1628- 2025
- [j2]Alexander Diedrich
, Mattias Krysander, René Heesch, Oliver Niggemann:
Modeling Cyber-Physical Systems for Fault Diagnosis. IEEE Trans. Syst. Man Cybern. Syst. 55(12): 9266-9279 (2025) - [c11]René Heesch, Sebastian Eilermann, Alexander Windmann, Alexander Diedrich, Oliver Niggemann:
Evaluating Large Language Models for Real-World Engineering Tasks. AI (1) 2025: 54-66 - [c10]Jonas Ehrhardt, Johannes Schmidt, René Heesch, Oliver Niggemann:
Using Gradient-based Optimization for Planning with Deep Q-Networks in Parametrized Action Spaces. CAIPI@ECAI 2025: 52-67 - [c9]René Heesch, Björn Ludwig, Jonas Ehrhardt, Alexander Diedrich, Oliver Niggemann:
Learning Sound and Complete Preconditions in Complex Real-World Domains. CAIPI@ECAI 2025: 68-83 - [e1]Oliver Niggemann, Gautam Biswas, Andrea Micheli, René Heesch, Alexander Diedrich, Jonas Ehrhardt, Niklas Widulle:
Proceedings of the ECAI Workshop on AI-based Planning for Complex Real-World Applications (CAIPI 2025) co-located with 28th European Conference on Artificial Intelligence (ECAI 2025), Bologna, Italy, October 25, 2025. CEUR Workshop Proceedings 4103, CEUR-WS.org 2025 [contents] - [i5]René Heesch, Sebastian Eilermann, Alexander Windmann, Alexander Diedrich, Philipp Rosenthal, Oliver Niggemann:
Evaluating Large Language Models for Real-World Engineering Tasks. CoRR abs/2505.13484 (2025) - [i4]Sebastian Eilermann, René Heesch, Oliver Niggemann:
A Continuous-Time Consistency Model for 3D Point Cloud Generation. CoRR abs/2509.01492 (2025) - 2024
- [c8]Daniel Vranjes, Jonas Ehrhardt, René Heesch, Lukas Moddemann, Henrik Sebastian Steude, Oliver Niggemann:
Design Principles for Falsifiable, Replicable and Reproducible Empirical Machine Learning Research. DX 2024: 7:1-7:13 - [c7]Alexander Diedrich, René Heesch, Marco Bozzano, Björn Ludwig, Alessandro Cimatti, Oliver Niggemann:
Inferring Sensor Placement Using Critical Pairs and Satisfiability Modulo Theory. DX 2024: 9:1-9:19 - [c6]René Heesch, Alessandro Cimatti, Jonas Ehrhardt, Alexander Diedrich, Oliver Niggemann:
Summary of "A Lazy Approach to Neural Numerical Planning with Control Parameters" (Extended Abstract). DX 2024: 32:1-32:3 - [c5]René Heesch, Alessandro Cimatti, Jonas Ehrhardt, Alexander Diedrich, Oliver Niggemann:
A Lazy Approach to Neural Numerical Planning with Control Parameters. ECAI 2024: 4262-4270 - [i3]Oliver Niggemann, Gautam Biswas, Alexander Diedrich, Jonas Ehrhardt, René Heesch, Niklas Widulle:
AAAI Workshop on AI Planning for Cyber-Physical Systems - CAIPI24. CoRR abs/2410.07245 (2024) - 2023
- [j1]Luis Miguel Vieira da Silva, René Heesch, Aljosha Köcher, Alexander Fay:
Transformation eines Fähigkeitsmodells in einen PDDL-Planungsansatz. Autom. 71(2): 105-115 (2023) - [c4]René Heesch, Jonas Ehrhardt, Oliver Niggemann:
Integrating Machine Learning into an SMT-Based Planning Approach for Production Planning in Cyber-Physical Production Systems. ECAI Workshops (2) 2023: 318-331 - [c3]Jonas Ehrhardt, René Heesch, Oliver Niggemann:
Learning Process Steps as Dynamical Systems for a Sub-Symbolic Approach of Process Planning in Cyber-Physical Production Systems. ECAI Workshops (2) 2023: 332-345 - 2022
- [c2]Jonas Ehrhardt, Malte Ramonat, René Heesch, Kaja Balzereit, Alexander Diedrich, Oliver Niggemann:
An AI benchmark for Diagnosis, Reconfiguration & Planning. ETFA 2022: 1-8 - [c1]Aljosha Köcher, René Heesch, Niklas Widulle, Anna Nordhausen, Julian Putzke, Alexander Windmann, Oliver Niggemann:
A Research Agenda for AI Planning in the Field of Flexible Production Systems. ICPS 2022: 1-8 - [i2]Maria Krantz, Alexander Windmann, René Heesch, Lukas Moddemann, Oliver Niggemann:
On a Uniform Causality Model for Industrial Automation. CoRR abs/2209.09618 (2022) - 2021
- [i1]Aljosha Köcher, René Heesch, Niklas Widulle, Anna Nordhausen, Julian Putzke, Alexander Windmann, Sven Vagt, Oliver Niggemann:
A Research Agenda for Artificial Intelligence in the Field of Flexible Production Systems. CoRR abs/2112.15484 (2021)
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