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Hui Yang

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Open access 2026

Graph-Embedded En-Route Reinforcement Learning for Fine-Granularity Resource Orchestration in Computing Power Optical Networks

A Graph-Embedded En-Route Reinforcement Learning (GEERL) framework that efficiently encodes network topology into compact graph representations by exploiting topological correlations between structure and traffic patterns, enabling fast per-hop decisions without centralized planning overhead.

Tiankuo Yu, Hui Yang, Q. Yao et al. · 0 citations