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Reinforcement Learning for Quality-Oriented Production Process Parameter Optimization Based on Predictive Models2023 Advances in transdisciplinary engineering book-chapter Computer Science Reinforcement Learning in Robotics Open access
Akshay Paranjape, Nils Plettenberg, Markus Ohlenforst, Robert Heinrich Schmitt
2citations -
Production-Ready Automated ECU Calibration Using Residual Reinforcement Learning2026 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Computer Science Reinforcement Learning in Robotics Open access
Andreas Kampmeier, Kevin Badalian, Lucas Koch, Sung-Yong Lee, Jakob Andert
0citations -
When AI Bends Metal: AI-Assisted Optimization of Design Parameters in Sheet Metal Forming2025 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Ahmad Tarraf, Koutaiba El Rifai Kassem-Manthey, Philipp Martin, Lukas Moj, Semih Burak, Christian Terboven, +1 more
1citations -
Generating synthetic mixed discrete-continuous health records with mixed sum-product networks2022 Journal of the American Medical Informatics Association article Computer Science Privacy-Preserving Technologies in Data Open access
Shannon K. S. Kroes, Matthijs van Leeuwen, Rolf H. H. Groenwold, Mart P. Janssen
6citations -
Joint Parameter and State-Space Modelling of Manufacturing Processes using Gaussian Processes2024 2022 IEEE 20th International Conference on Industrial Informatics (INDIN) conference-paper Computer Science Gaussian Processes and Bayesian Inference
Saksham Kiroriwal, Julius Pfrommer, Hendrik Mende, Robert Heinrich Schmitt, Jürgen Beyerer
1citations -
MapXchange: Designing a Confidentiality-Preserving Platform for Exchanging Technology Parameter Maps2025 ACM/SIGAPP Symposium on Applied Computing (SAC) conference-paper Computer Science Cryptography and Data Security Open access
Jan Pennekamp, Joseph Leisten, Markus Dahlmanns, Marcel Fey, Christian Brecher, Sandra Geisler
1citations -
Objectifying Machine Setup and Parameter Selection in Expert Knowledge Dependent Industries Using Invertible Neural Networks2022 Lecture notes in mechanical engineering conference-paper Computer Science Neural Networks and Applications Open access
Kai Müller, Andrés Felipe Posada-Moreno, Lukas Pelzer, Thomas Gries
1citations -
ANDROMEDA: An FPGA Based RISC-V MPSoC Exploration Framework2021 International Conference on VLSI Design and International Conference on Embedded Systems (VLSID) conference-paper Computer Science Embedded Systems Design Techniques Open access
Farhad Merchant, Dominik Šišejković, Lennart M. Reimann, Kirthihan Yasotharan, Thomas Grass, Rainer Leupers
6citations -
Reinforcement Learning Agent for Multi-Objective Online Process Parameter Optimization of Manufacturing Processes2025 Applied Sciences article Computer Science Advanced Multi-Objective Optimization Algorithms Open access cited by 1 patent
Akshay Paranjape, Nahid Quader, Lars Uhlmann, Benjamin Berkels, Dominik Wolfschläger, Robert Heinrich Schmitt, +1 more
3citations -
A Comparison of Two Sigma Point Kalman Filters for Adaptive Cross-phase Cavity Pressure Control in Injection Molding2022 IFAC-PapersOnLine article Computer Science Target Tracking and Data Fusion in Sensor Networks Open access
Marko Vukovic, Sebastian Stemmler, Dirk Abel, Katharina Hornberg, Christian Hopmann
2citations