Felix Grumbach

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Reinforcement Learning

Top Venues

J. Intell. Manuf.

Publications

Felix Grumbach, Anna Müller, Pascal Reusch, Sebastian Trojahn
Robust-stable scheduling in dynamic flow shops based on deep reinforcement learning. J. Intell. Manuf. 35 (2) (2024)
Arthur Müller, Felix Grumbach, Fiona Kattenstroth
Reinforcement Learning for Two-Stage Permutation Flow Shop Scheduling - A Real-World Application in Household Appliance Production. IEEE Access 12 (2024)
Arthur Müller, Felix Grumbach, Matthia Sabatelli
Smaller Batches, Bigger Gains? Investigating the Impact of Batch Sizes on Reinforcement Learning Based Real-World Production Scheduling. CoRR (2024)
Lina Döring, Felix Grumbach, Pascal Reusch
Optimizing Sales Forecasts through Automated Integration of Market Indicators. CoRR (2024)
Felix Grumbach, Nour Eldin Alaa Badr, Pascal Reusch, Sebastian Trojahn
A Memetic Algorithm With Reinforcement Learning for Sociotechnical Production Scheduling. IEEE Access 11 (2023)
Felix Grumbach, Nour Eldin Alaa Badr, Pascal Reusch, Sebastian Trojahn
A Memetic Algorithm with Reinforcement Learning for Sociotechnical Production Scheduling. CoRR (2022)