Felix Grumbach

According to our database, Felix Grumbach authored at least 8 papers between 2023 and 2024.

Collaborative distances:

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

2024

Robust-stable scheduling in dynamic flow shops based on deep reinforcement learning.

Felix Grumbach, Anna Müller, Pascal Reusch, Sebastian Trojahn

J. Intell. Manuf., February, 2024

Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens[kumulative Dissertation]

Felix Grumbach

PhD thesis, 2024

Demystifying Reinforcement Learning in Production Scheduling via Explainable AI.

Daniel Fischer, Hannah M. Hüsener, Felix Grumbach, Lukas Vollenkemper, Arthur Müller, Pascal Reusch

CoRR, 2024

Optimizing Sales Forecasts through Automated Integration of Market Indicators.

Lina Döring, Felix Grumbach, Pascal Reusch

CoRR, 2024

Reinforcement Learning for Two-Stage Permutation Flow Shop Scheduling - A Real-World Application in Household Appliance Production.

Arthur Müller, Felix Grumbach, Fiona Kattenstroth

IEEE Access, 2024

Robust Human-Centered Assembly Line Scheduling with Reinforcement Learning.

Felix Grumbach, Arthur Müller, Lukas Vollenkemper

Proceedings of the Dynamics in Logistics, 2024

Smaller Batches, Bigger Gains? Investigating the Impact of Batch Sizes on Reinforcement Learning Based Real-World Production Scheduling.

Arthur Müller, Felix Grumbach, Matthia Sabatelli

Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024

2023

A Memetic Algorithm With Reinforcement Learning for Sociotechnical Production Scheduling.

Felix Grumbach, Nour Eldin Alaa Badr, Pascal Reusch, Sebastian Trojahn

IEEE Access, 2023