Network-State-Aware Pointer Network Optimized for Resource Allocation Problems in SDM-EONs

This research proposed a network-state-aware Pointer Networks optimized via reinforcement learning to solve the RMSSA problem in SDM-EONs. Our method improves solution quality, outperforming traditional heuristics under strict time constraints.