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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…
cs.LG2025
A Production Scheduling Framework for Reinforcement Learning Under Real-World Constraints
Jonathan Hoss, Felix Schelling, Noah Klarmann
The classical Job Shop Scheduling Problem (JSSP) focuses on optimizing makespan under deterministic constraints. Real-world production environments introduce additional complexitie…