A Memetic Algorithm With Reinforcement Learning for Sociotechnical Production Scheduling. - Felix Grumbach; Nour Eldin Alaa Badr; Pascal Reusch; Sebastian Trojahn (IEEE Access, 2023)

Smaller Batches, Bigger Gains? Investigating the Impact of Batch Sizes on Reinforcement Learning Based Real-World Production Scheduling. - Arthur Müller; Felix Grumbach; Matthia Sabatelli (ETFA, 2024)

Robust Human-Centered Assembly Line Scheduling with Reinforcement Learning. - Felix Grumbach; Arthur Müller; Lukas Vollenkemper (LDIC, 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)

Optimizing Sales Forecasts through Automated Integration of Market Indicators. - Lina Döring; Felix Grumbach; Pascal Reusch (CoRR, 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)

Feldsynchrone Ablaufplanung dynamischer Fertigungsprozesse mit Techniken des maschinellen Lernens[kumulative Dissertation] - Felix Grumbach (2024)

Robust-stable scheduling in dynamic flow shops based on deep reinforcement learning. - Felix Grumbach; Anna Müller; Pascal Reusch; Sebastian Trojahn (J. Intell. Manuf., 2024)