A Machine Learning Approach to Routing

2017-08-10Unverified0· sign in to hype

Asaf Valadarsky, Michael Schapira, Dafna Shahaf, Aviv Tamar

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Abstract

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.

Tasks

BIG-bench Machine Learning Deep Reinforcement Learning reinforcement-learning Reinforcement Learning Reinforcement Learning (RL)

A Machine Learning Approach to Routing

Abstract

Tasks

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