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arxiv: 1708.03074 · v2 · pith:Z22YHB24new · submitted 2017-08-10 · 💻 cs.NI · cs.LG

A Machine Learning Approach to Routing

classification 💻 cs.NI cs.LG
keywords learningroutingideasmachinetechniquesalongapplyingapproach
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Can ideas and techniques from machine learning be leveraged to automatically generate "good" routing configurations? We investigate the power of data-driven routing protocols. Our results suggest that applying ideas and techniques from deep reinforcement learning to this context yields high performance, motivating further research along these lines.

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