David Heik

According to our database, David Heik authored at least 6 papers between 2020 and 2023.

Collaborative distances:

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

2023

Ganzheitliche Wandlungsfähigkeit von Produktionssystemen - der Schlüssel zur Ressourcenwende?

Pia Bielitz, Nicole Jäpel, David Heik, Dirk Reichelt

HMD Prax. Wirtsch., December, 2023

Application of Multi-agent Reinforcement Learning to the Dynamic Scheduling Problem in Manufacturing Systems.

David Heik, Fouad Bahrpeyma, Dirk Reichelt

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

Solving a Dynamic Scheduling Problem for a Manufacturing System with Reinforcement Learning.

David Heik, Fouad Bahrpeyma, Dirk Reichelt

Proceedings of the Intelligent Systems and Applications, 2023

2022

Dynamic Job Shop Scheduling in an Industrial Assembly Environment Using Various Reinforcement Learning Techniques.

David Heik, Fouad Bahrpeyma, Dirk Reichelt

Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022

An Application of Reinforcement Learning in Industrial Cyber-Physical Systems.

David Heik, Fouad Bahrpeyma, Dirk Reichelt

Proceedings of the Short Paper Proceedings of the 4th Workshop on Artificial Intelligence and Formal Verification, 2022

2020

Adaptive Management Shell for Mapping the Process Capability of Manufacturing Components: A Systematic Mapping Study.

David Heik, Javad Ghofrani, Dirk Reichelt

Proceedings of the 18th IEEE International Conference on Industrial Informatics, 2020