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Machine Learning for Routing

Exploring the use of machine learning for network routing. We look at the following two approaches:

(1) the estimation of demand matrices given previous demand history through supervised learning

To try this method, run train_su.sh

(2) the estimation of network weights for minimal congestion routing through reinforcement learning.

To try this method, run train.sh

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