Marco Kemmerling

According to our database, Marco Kemmerling authored at least 11 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Beyond games: a systematic review of neural Monte Carlo tree search applications.

Marco Kemmerling, Daniel Lütticke, Robert H. Schmitt

Appl. Intell., January, 2024

Generative AI in Industrial Machine Vision - A Review.

Hans Aoyang Zhou, Dominik Wolfschläger, Constantinos Florides, Jonas Werheid, Hannes Behnen, Jan-Henrick Woltersmann, Tiago C. Pinto, Marco Kemmerling, Anas Abdelrazeq, Robert H. Schmitt

CoRR, 2024

Estimating Pore Location of PBF-LB/M Processes with Segmentation Models.

Hans Aoyang Zhou, Jan Theunissen, Marco Kemmerling, Anas Abdelrazeq, Johannes Henrich Schleifenbaum, Robert H. Schmitt

CoRR, 2024

Solving Job Shop Problems with Neural Monte Carlo Tree Search.

Marco Kemmerling, Anas Abdelrazeq, Robert H. Schmitt

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2023

A Data-Driven Two-Phase Multi-Split Causal Ensemble Model for Time Series.

Zhipeng Ma, Marco Kemmerling, Daniel Buschmann, Chrismarie Enslin, Daniel Lütticke, Robert H. Schmitt

Symmetry, April, 2023

Feedback-Gated Rectified Linear Units.

Marco Kemmerling

CoRR, 2023

Reward Shaping for Job Shop Scheduling.

Alexander Nasuta, Marco Kemmerling, Daniel Lütticke, Robert H. Schmitt

Proceedings of the Machine Learning, Optimization, and Data Science, 2023

Experimental Digital Twin for Job Shops with Transportation Agents.

Aymen Gannouni, Luis Felipe Casas Murillo, Marco Kemmerling, Anas Abdelrazeq, Robert H. Schmitt

Proceedings of the Learning and Intelligent Optimization - 17th International Conference, 2023

2022

Investigation of reinforcement learning for shape optimization of profile extrusion dies.

Clemens Fricke, Daniel Wolff, Marco Kemmerling, Stefanie Elgeti

CoRR, 2022

A Conceptual Framework for Production Process Parameter Optimization with Modular Hybrid Simulations.

Sylwia Olbrych, Marco Kemmerling, Hans Aoyang Zhou, Daniel Lütticke, Robert H. Schmitt

Proceedings of the Software Engineering and Formal Methods. SEFM 2022 Collocated Workshops, 2022

2021

Manufacturing Control in Job Shop Environments with Reinforcement Learning.

Vladimir Samsonov, Marco Kemmerling, Maren Paegert, Daniel Lütticke, Frederick Sauermann, Andreas Gützlaff, Günther Schuh, Tobias Meisen

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021