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Welcome to my blog, which was once a mailing list of the same name and is still generated by mail. Please reply via the "comment" links.

Always interested in offers/projects/new ideas. Eclectic experience in fields like: numerical computing; Python web; Java enterprise; functional languages; GPGPU; SQL databases; etc. Based in Santiago, Chile; telecommute worldwide. CV; email.

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Neural Nets Applied to Go

From: andrew cooke <andrew@...>

Date: Sat, 20 Dec 2014 08:23:03 -0300

http://www.technologyreview.com/view/533496/why-neural-networks-look-set-to-thrash-the-best-human-go-players-for-the-first-time/

Apparently there's a database of 160,000 games between experts.  The results
are comparable to search-based approaches.  But it's not clear to me how they
improve further.  Presumably that's exhausted the available databases.  So
what next?  Some kind of hybrid approach?  If so, does the net go above or
below?  Above meaning that you have some kind of feature classification as
input; below meaning some kind of search on top.  Or something else?

Paper http://arxiv.org/abs/1412.3409

Andrew

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