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You've described the architecture of a ~15-year old engine called NeuroGo: http://webdocs.cs.ualberta.ca/~emarkus/neurogo/

All of the different solvers ran on the same machine, as far as I know.

It turns out that the Monte Carlo engines are doing far, far better than the grand hierarchical neural net designs of the past, though.




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