Daniel Lütticke

According to our database, Daniel Lütticke authored at least 15 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• 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

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

Evolving the Digital Industrial Infrastructure for Production: Steps Taken and the Road Ahead.

Jan Pennekamp, Anastasiia Belova, Thomas Bergs, Matthias Bodenbenner, Andreas Bührig-Polaczek, Markus Dahlmanns, Ike Kunze, Moritz Kröger, Sandra Geisler, Martin Henze, Daniel Lütticke, Benjamin Montavon, Philipp Niemietz, Lucia Ortjohann, Maximilian Rudack, Robert H. Schmitt, Uwe Vroomen, Klaus Wehrle, Michael Zeng

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

Human-Machine Learning Approach for Ejection System Design in Injection Molds.

Johanna Lauwigi, Robert Jungnickel, Daniel Lütticke

Proceedings of the Artificial Intelligence in HCI, 2023

2022

Deep Reinforcement Learning for Robotic Control in High-Dexterity Assembly Tasks - A Reward Curriculum Approach.

Lars Leyendecker, Markus Schmitz, Hans Aoyang Zhou, Vladimir Samsonov, Marius Rittstieg, Daniel Lütticke

Int. J. Semantic Comput., 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

Human-Centric Machine Learning Approach for Injection Mold Design: Towards Automated Ejector Pin Placement.

Robert Jungnickel, Johanna Lauwigi, Vladimir Samsonov, Daniel Lütticke

Proceedings of the Machine Learning, Optimization, and Data Science, 2022

Controlled Synthesis of Fibre-reinforced Plastics Images from Segmentation Maps using Generative Adversarial Neural Networks.

Nicolas Schaaf, Hans Aoyang Zhou, Chrismarie Enslin, Florian Brillowski, Daniel Lütticke

Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

2021

Optimisation of a Workpiece Clamping Position with Reinforcement Learning for Complex Milling Applications.

Chrismarie Enslin, Vladimir Samsonov, Hans-Georg Köpken, Schirin Bär, Daniel Lütticke

Proceedings of the Machine Learning, Optimization, and Data Science, 2021

Digitizing a Distributed Textile Production Process using Industrial Internet of Things: A Use-Case.

Michael Rath, Aymen Gannouni, Daniel Lütticke, Thomas Gries

Proceedings of the 4th IEEE International Conference on Industrial Cyber-Physical Systems, 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

2020

Using Reinforcement Learning for Optimization of a Workpiece Clamping Position in a Machine Tool.

Vladimir Samsonov, Chrismarie Enslin, Hans-Georg Köpken, Schirin Baer, Daniel Lütticke

Proceedings of the 22nd International Conference on Enterprise Information Systems, 2020

2018

Design of an Automated Measuring System for RFID Transponders in Complex Environments.

Daniel Lütticke, Tobias Meisen

Proceedings of the IEEE International Conference on RFID Technology & Application, 2018

2017

Cyber-Physical Production Systems: A Teaching Concept in Engineering Education.

Daniela Antkowiak, Daniel Lütticke, Tristan Langer, Thomas Thiele, Tobias Meisen, Sabina Jeschke

Proceedings of the 6th IIAI International Congress on Advanced Applied Informatics, 2017