Johannes Dornheim

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 10

Top Topics

Manufacturing Processes

Reinforcement Learning

Top Venues

J. Intell. Manuf.

Publications

Tarek Iraki, Lukas Morand, Johannes Dornheim, Norbert Link, Dirk Helm
A multi-task learning-based optimization approach for finding diverse sets of microstructures with desired properties. J. Intell. Manuf. 35 (4) (2024)
Lukas Morand, Tarek Iraki, Johannes Dornheim, Stefan Sandfeld, Norbert Link, Dirk Helm
Machine learning for structure-guided materials and process design. CoRR (2023)
Johannes Dornheim
gTLO: A Generalized and Non-linear Multi-Objective Deep Reinforcement Learning Approach. CoRR (2022)
Johannes Dornheim, Lukas Morand, Samuel Zeitvogel, Tarek Iraki, Norbert Link, Dirk Helm
Deep reinforcement learning methods for structure-guided processing path optimization. J. Intell. Manuf. 33 (1) (2022)
Tarek Iraki, Lukas Morand, Johannes Dornheim, Norbert Link, Dirk Helm
A multi-task learning-based optimization approach for finding diverse sets of material microstructures with desired properties and its application to texture optimization. CoRR (2021)
Samuel Zeitvogel, Johannes Dornheim, Astrid Laubenheimer
Joint Optimization for Multi-person Shape Models from Markerless 3D-Scans. ECCV (18) (2020)
Johannes Dornheim, Lukas Morand, Samuel Zeitvogel, Tarek Iraki, Norbert Link, Dirk Helm
Structure-Guided Processing Path Optimization with Deep Reinforcement Learning. CoRR (2020)
Johannes Dornheim, Norbert Link
Multiobjective Reinforcement Learning for Reconfigurable Adaptive Optimal Control of Manufacturing Processes. CoRR (2018)
Johannes Dornheim, Norbert Link, Peter Gumbsch
Model-Free Adaptive Optimal Control of Sequential Manufacturing Processes using Reinforcement Learning. CoRR (2018)
Joris IJsselmuiden, Johannes Dornheim
Interaction analysis through fuzzy temporal logic: Extensions for clustering and parameter learning. AVSS (2015)