Wednesday, October 7, 2020

Reinforcement learning for routing problems

Hi all,

Just came across this article - https://ieeexplore.ieee.org/document/8701570 - and I was wondering, are there any practical implications of this idea? Has anyone tried to optimise networks using reinforcement learning instead of "traditional" routing (shortest paths, ECMP etc.)?

Looking mainly for actual code, software I can run or model I can train - but simulations would also be very welcome.

Cheers!



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