Johannes Dornheim

11 papers B 1Journal 8Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	A multi-task learning-based optimization approach for finding diverse sets of microstructures with desired properties. J. Intell. Manuf. Tarek Iraki, Lukas Morand, Johannes Dornheim, Norbert Link, Dirk Helm
2024	—	`conf`	Virtual Analysis of Vehicle Dynamics Limits using Reinforcement Learning. ITSC Simon Olma, Yi Cui, Johannes Dornheim, Danny Braunstedter, Markus Knaup, Mark Wielitzka
2023	J	`jnl`	Machine learning for structure-guided materials and process design. CoRR Lukas Morand, Tarek Iraki, Johannes Dornheim, Stefan Sandfeld, Norbert Link, Dirk Helm
2022	J	`jnl`	Deep reinforcement learning methods for structure-guided processing path optimization. J. Intell. Manuf. Johannes Dornheim, Lukas Morand, Samuel Zeitvogel, Tarek Iraki, Norbert Link, Dirk Helm
2022	J	`jnl`	gTLO: A Generalized and Non-linear Multi-Objective Deep Reinforcement Learning Approach. CoRR Johannes Dornheim
2021	J	`jnl`	A multi-task learning-based optimization approach for finding diverse sets of material microstructures with desired properties and its application to texture optimization. CoRR Tarek Iraki, Lukas Morand, Johannes Dornheim, Norbert Link, Dirk Helm
2020	—	`conf`	Joint Optimization for Multi-person Shape Models from Markerless 3D-Scans. ECCV (18) Samuel Zeitvogel, Johannes Dornheim, Astrid Laubenheimer
2020	J	`jnl`	Structure-Guided Processing Path Optimization with Deep Reinforcement Learning. CoRR Johannes Dornheim, Lukas Morand, Samuel Zeitvogel, Tarek Iraki, Norbert Link, Dirk Helm
2018	J	`jnl`	Model-Free Adaptive Optimal Control of Sequential Manufacturing Processes using Reinforcement Learning. CoRR Johannes Dornheim, Norbert Link, Peter Gumbsch
2018	J	`jnl`	Multiobjective Reinforcement Learning for Reconfigurable Adaptive Optimal Control of Manufacturing Processes. CoRR Johannes Dornheim, Norbert Link
2015	B	`conf`	Interaction analysis through fuzzy temporal logic: Extensions for clustering and parameter learning. AVSS Joris IJsselmuiden, Johannes Dornheim