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[D] Deep-Learning The “Hardest” Go Problem in the World

https://blog.janestreet.com/deep-learning-the-hardest-go-problem-in-the-world/

Here’s a recent post about one of our experiments using AlphaZero-like selfplay learning to explore a fun little microcosm within Go that prior Go bots, including superhumanly strong AlphaZero-based bots, completely fail at.

Obviously, this is not an attempt at tackling any grand open challenge, but hopefully is still a useful case study and that touches on what seem to be some of the remaining weaknesses of modern deep RL in games.

Hope you find it interesting!

submitted by /u/icosaplex
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.