2 papers
cs.AI2026
An Analysis of the Coordination Gap between Joint and Modular Learning for Job Shop Scheduling with Transportation Resources
Moritz Link, Jonathan Hoss, Noah Klarmann
Efficient job-shop scheduling with transportation resources is critical for high-performance manufacturing. With the rise of "decentralized factories", multi-agent reinforcement le…
cs.LG2026
Scalable Production Scheduling: Linear Complexity via Unified Homogeneous Graphs
Jonathan Hoss, Moritz Link, Noah Klarmann
Efficiently solving the Job Shop Scheduling Problem in real-world industrial applications requires policies that are both computationally lean and topologically robust. While Reinf…