AlphaZero tensorflow implementation/tutorial

cody2007 via Computer-go <[email protected]> Mon, 10 Dec 2018 00:25:19 +0000
Newsgroups gmane.games.devel.go
Message-ID <kYKPFyAHbrvoz-vg7Mnp-E94eZRU2-2qzCfprNWm8GFLUFU30RLQJIIXfbBclDjpndkBU3Zqu2nqLC6d8Hbf0AXlskv_7BkoHNT7eA8lQQ8=@protonmail.com>
Hi all,

I've posted an implementation of the AlphaZero algorithm and brief tutorial. The code runs on a single GPU. While performance is not that great, I suspect its mostly been limited by hardware limitations (my training and evaluation has been on a single Titan X). The network can beat GNU go about 50% of the time, although it "abuses" the scoring a little bit--which I talk a little more about in the article:

https://medium.com/@cody2007.2/alphazero-implementation-and-tutorial-f4324d65fdfc

-Cody

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