Marco Kemmerling

16 papers Journal 9Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Generative AI in industrial machine vision: a review.
J. Intell. Manuf.
Hans Aoyang Zhou, Dominik Wolfschläger, Constantinos Florides, Jonas Werheid, Hannes Behnen, Jan-Henrick Woltersmann, Tiago C. Pinto, Marco Kemmerling, Anas Abdelrazeq, Robert H. Schmitt
2025 — conf
Curiosity Driven Reinforcement Learning for Job Shop Scheduling.
ICAART (2)
Alexander Nasuta, Marco Kemmerling, Hans Aoyang Zhou, Anas Abdelrazeq, Robert H. Schmitt
2024 J jnl
A Data-Driven Two-Phase Multi-Split Causal Ensemble Model for Time Series.
CoRR
Zhipeng Ma, Marco Kemmerling, Daniel Buschmann, Chrismarie Enslin, Daniel Lütticke, Robert H. Schmitt
2024 J jnl
Beyond games: a systematic review of neural Monte Carlo tree search applications.
Appl. Intell.
Marco Kemmerling, Daniel Lütticke, Robert H. Schmitt
2024 J jnl
Estimating Pore Location of PBF-LB/M Processes with Segmentation Models.
CoRR
Hans Aoyang Zhou, Jan Theunissen, Marco Kemmerling, Anas Abdelrazeq, Johannes Henrich Schleifenbaum, Robert H. Schmitt
2024 J jnl
Generative AI in Industrial Machine Vision - A Review.
CoRR
Hans Aoyang Zhou, Dominik Wolfschläger, Constantinos Florides, Jonas Werheid, Hannes Behnen, Jan-Henrick Woltersmann, Tiago C. Pinto, Marco Kemmerling, Anas Abdelrazeq, Robert H. Schmitt
2024 — conf
Solving Job Shop Problems with Neural Monte Carlo Tree Search.
ICAART (3)
Marco Kemmerling, Anas Abdelrazeq, Robert H. Schmitt
2024 — conf
Time Series Prediction for Anomalies Detection in Concentrating Solar Power Plants Using Long Short-Term Memory Networks.
DeLTA (2)
Sylwia Olbrych, Robert Jungnickel, Michael Zeng, Cher Dao Tan, Marco Kemmerling, Anas Abdelrazeq, Robert H. Schmitt
2023 J jnl
A Data-Driven Two-Phase Multi-Split Causal Ensemble Model for Time Series.
Symmetry
Zhipeng Ma, Marco Kemmerling, Daniel Buschmann, Chrismarie Enslin, Daniel Lütticke, Robert H. Schmitt
2023 J jnl
Beyond Games: A Systematic Review of Neural Monte Carlo Tree Search Applications.
CoRR
Marco Kemmerling, Daniel Lütticke, Robert H. Schmitt
2023 — conf
Experimental Digital Twin for Job Shops with Transportation Agents.
LION
Aymen Gannouni, Luis Felipe Casas Murillo, Marco Kemmerling, Anas Abdelrazeq, Robert H. Schmitt
2023 J jnl
Feedback-Gated Rectified Linear Units.
CoRR
Marco Kemmerling
2023 — conf
Reward Shaping for Job Shop Scheduling.
LOD (1)
Alexander Nasuta, Marco Kemmerling, Daniel Lütticke, Robert H. Schmitt
2022 — conf
A Conceptual Framework for Production Process Parameter Optimization with Modular Hybrid Simulations.
SEFM Workshops
Sylwia Olbrych, Marco Kemmerling, Hans Aoyang Zhou, Daniel Lütticke, Robert H. Schmitt
2022 J jnl
Investigation of reinforcement learning for shape optimization of profile extrusion dies.
CoRR
Clemens Fricke, Daniel Wolff, Marco Kemmerling, Stefanie Elgeti
2021 — conf
Manufacturing Control in Job Shop Environments with Reinforcement Learning.
ICAART (2)
Vladimir Samsonov, Marco Kemmerling, Maren Paegert, Daniel Lütticke, Frederick Sauermann, Andreas Gützlaff, Günther Schuh, Tobias Meisen