A graph RL router with structure-aware state encoding and policy-driven edge rewiring reports improved throughput and latency on GEANT, based on single-run table comparisons.
A Deep LearningFrameworkforSequenceMiningwithBidirectionalLSTMand Multi-Scale Attention
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Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks
A graph RL router with structure-aware state encoding and policy-driven edge rewiring reports improved throughput and latency on GEANT, based on single-run table comparisons.