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Bernardo Ibarra Infante

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#reinforcement learning Review Open access Sep 2026

Learning to Route On-Chip: A Survey of Machine Learning-Based Routing in Networks-on-Chip and Its Hardware Overheads

This survey reviews machine-learning-based NoC routing across a 48-study evidence base, and identifies three recurring gaps: limited scalability beyond small meshes, missing deadlock-freedom guarantees for learned policies, and over-reliance on synthetic traffic.

Bernardo Ibarra Infante, Remberto Sandoval Aréchiga, Víktor Iván Rodríguez Abdalá et al. · 0 citations

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