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I'm not sure that's correct. MCTS has well known weaknesses, and isn't even a predictive algorithm. MCTS on it's own couldn't get anywhere near beating the top
by Houshalter 11y ago
I'm not sure that's correct. MCTS has well known weaknesses, and isn't even a predictive algorithm. MCTS on it's own couldn't get anywhere near beating the top Go champion, that requires deepminds neural networks.
- argonaut 11y agohttp://www.milesbrundage.com/blog-posts/alphago-and-ai-progress http://www.milesbrundage.com/blog-posts/alphago-and-ai-progr... The best Go program before AlphaGo was CrazyStone, ranked at 5-dan ("high amateur" range).
- Houshalter 11y agoThere's a massive skill difference between ameatures and professionals. It couldn't even beat the top ameatures.
- argonaut 11y agoWhich is why I said the intuition was amateur-pro level. I did not say it could beat every amateur-pro in the world.