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Yuto Nakamura

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raphRoute -Transfer: Topology-eneralizable Routing Convergence Optimization via raph Reinforcement Learning

GraphRoute-Transfer, a graph-neural-network policy that assigns per-node timers from local structural features and is by construction permutation-and size-invariant, is proposed, a graph-neural-network policy that assigns per-node timers from local structural features and is by construction permutation-and size-invaria...

Yuto Nakamura · 0 citations
Open access Jul 2026

GraphRoute-Transfer: Topology-Generalizable Routing Convergence Optimization via Graph Reinforcement Learning

GraphRoute-Transfer, a graph-neural-network policy that assigns per-node timers from local structural features and is by construction permutation- and size-invariant, is proposed, a graph-neural-network policy that assigns per-node timers from local structural features and is by construction permutation- and size-invar...

Yuto Nakamura · 0 citations

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