Jonas Ehrhardt

17 papers A 1C 9Journal 2Unranked 4
YearRankTypeTitle / Venue / Authors
2025 C conf
Creating Virtual Sensors Using Neural Networks.
ETFA
Björn Ludwig, Jonas Ehrhardt, Oliver Niggemann
2025 — conf
Learning Sound and Complete Preconditions in Complex Real-World Domains.
CAIPI@ECAI
René Heesch, Björn Ludwig, Jonas Ehrhardt, Alexander Diedrich, Oliver Niggemann
2025 C conf
On the Impact of Pretraining with Simulated Data on Anomaly Detection in CPS - A Case Study.
ETFA
Richard Jaufmann, Niklas Widulle, Jonas Ehrhardt, Daniel Vranjes, Oliver Niggemann
2025 — ed.
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.
CAIPI@ECAI
Oliver Niggemann, Gautam Biswas, Andrea Micheli, René Heesch, Alexander Diedrich, Jonas Ehrhardt, Niklas Widulle
2025 C conf
The HAI-CPPS Benchmark: Evaluating AI Capabilities across Hybrid Data Spaces.
ETFA
Lukas Moddemann, Jonas Ehrhardt, Alexander Diedrich, Oliver Niggemann
2025 — conf
Using Gradient-based Optimization for Planning with Deep Q-Networks in Parametrized Action Spaces.
CAIPI@ECAI
Jonas Ehrhardt, Johannes Schmidt, René Heesch, Oliver Niggemann
2024 A conf
A Lazy Approach to Neural Numerical Planning with Control Parameters.
ECAI
René Heesch, Alessandro Cimatti, Jonas Ehrhardt, Alexander Diedrich, Oliver Niggemann
2024 J jnl
AAAI Workshop on AI Planning for Cyber-Physical Systems - CAIPI24.
CoRR
Oliver Niggemann, Gautam Biswas, Alexander Diedrich, Jonas Ehrhardt, René Heesch, Niklas Widulle
2024 C conf
Design Principles for Falsifiable, Replicable and Reproducible Empirical Machine Learning Research.
DX
Daniel Vranjes, Jonas Ehrhardt, René Heesch, Lukas Moddemann, Henrik Sebastian Steude, Oliver Niggemann
2024 C conf
Summary of "A Lazy Approach to Neural Numerical Planning with Control Parameters" (Extended Abstract).
DX
René Heesch, Alessandro Cimatti, Jonas Ehrhardt, Alexander Diedrich, Oliver Niggemann
2024 C conf
Using Modular Neural Networks for Anomaly Detection in Cyber-Physical Systems.
ETFA
Jonas Ehrhardt, Phillip Johann Overlöper, Daniel Vranjes, Henrik S. Steude, Alexander Diedrich, Oliver Niggemann
2023 J jnl
Diagnosis driven Anomaly Detection for CPS.
CoRR
Henrik S. Steude, Lukas Moddemann, Alexander Diedrich, Jonas Ehrhardt, Oliver Niggemann
2023 — conf
Integrating Machine Learning into an SMT-Based Planning Approach for Production Planning in Cyber-Physical Production Systems.
ECAI Workshops (2)
René Heesch, Jonas Ehrhardt, Oliver Niggemann
2023 — conf
Learning Process Steps as Dynamical Systems for a Sub-Symbolic Approach of Process Planning in Cyber-Physical Production Systems.
ECAI Workshops (2)
Jonas Ehrhardt, René Heesch, Oliver Niggemann
2023 C conf
Using FliPSi to Generate Data for Machine Learning Algorithms.
ETFA
Artur Liebert, Christian Wittke, Jonas Ehrhardt, Richard Jaufmann, Niklas Widulle, Sebastian Eilermann, Maria Krantz, Oliver Niggemann
2022 C conf
An AI benchmark for Diagnosis, Reconfiguration & Planning.
ETFA
Jonas Ehrhardt, Malte Ramonat, René Heesch, Kaja Balzereit, Alexander Diedrich, Oliver Niggemann
2021 C conf
Omission of Information: Identifying Political Slant via an Analysis of Co-occurring Entities.
ISI
Jonas Ehrhardt, Timo Spinde, Ali Vardasbi, Felix Hamborg