This paper is required reading. When I read this team’s papers, I think to myself “Wow, this is brilliant! And I think I see the next step.” When I read their next paper, they show me the next *three* steps. I can’t say enough good things about the quality of the work.
A stunning result. The NN uses a standard vision architecture (no Go adaptation beyond what is necessary to represent the game state). The MCTS is the simplest imaginable search: it has no playout policy! I can’t wait to see what the team does next. From: Computer-go [mailto:computer-go-boun...@computer-go.org] On Behalf Of Álvaro Begué Sent: Wednesday, October 18, 2017 3:08 PM To: computer-go <computer-go@computer-go.org> Subject: Re: [Computer-go] AlphaGo Zero A link to the paper (from the blog post): https://deepmind.com/documents/119/agz_unformatted_nature.pdf Enjoy! Álvaro. On Wed, Oct 18, 2017 at 2:29 PM, Richard Lorentz <richard.lore...@csun.edu <mailto:richard.lore...@csun.edu> > wrote: Wow! That's very exciting. I'm glad they didn't completely shelve the project as they implied they might do after the match with Lee Sedol. I'm looking forward to seeing some games and "... plays unknown to humans", as Hassabis states. Also, I love this comment from Silver, something I have always promoted: The implication is that “algorithms matter much more than either computing or data available”. -Richard On 10/18/2017 10:50 AM, cazen...@ai.univ-paris8.fr <mailto:cazen...@ai.univ-paris8.fr> wrote: https://urldefense.proofpoint.com/v2/url?u=https-3A__deepmind.com_blog_ <https://urldefense.proofpoint.com/v2/url?u=https-3A__deepmind.com_blog_&d=DwIGaQ&c=Oo8bPJf7k7r_cPTz1JF7vEiFxvFRfQtp-j14fFwh71U&r=i0hg-cKH69CA5MsdosvezQ&m=IPW6s_201Mkb1YsJA4v5VU1jX-PAmMmmrbwYr8hhh2w&s=zdcDXO2JZU2MfbTwTTrIB8JlmwOD4L11kctLG8w4ktI&e=> &d=DwIGaQ&c=Oo8bPJf7k7r_cPTz1JF7vEiFxvFRfQtp-j14fFwh71U&r=i0hg-cKH69CA5MsdosvezQ&m=IPW6s_201Mkb1YsJA4v5VU1jX-PAmMmmrbwYr8hhh2w&s=zdcDXO2JZU2MfbTwTTrIB8JlmwOD4L11kctLG8w4ktI&e= https://urldefense.proofpoint.com/v2/url?u=http-3A__www.nature.com_nature_index.html <https://urldefense.proofpoint.com/v2/url?u=http-3A__www.nature.com_nature_index.html&d=DwIGaQ&c=Oo8bPJf7k7r_cPTz1JF7vEiFxvFRfQtp-j14fFwh71U&r=i0hg-cKH69CA5MsdosvezQ&m=IPW6s_201Mkb1YsJA4v5VU1jX-PAmMmmrbwYr8hhh2w&s=rb3-CGHJ_gOUzsjkKh1Ul9f7-eDNkvaWahvgs689xWA&e=> &d=DwIGaQ&c=Oo8bPJf7k7r_cPTz1JF7vEiFxvFRfQtp-j14fFwh71U&r=i0hg-cKH69CA5MsdosvezQ&m=IPW6s_201Mkb1YsJA4v5VU1jX-PAmMmmrbwYr8hhh2w&s=rb3-CGHJ_gOUzsjkKh1Ul9f7-eDNkvaWahvgs689xWA&e= Impressive! _______________________________________________ Computer-go mailing list Computer-go@computer-go.org <mailto:Computer-go@computer-go.org> https://urldefense.proofpoint.com/v2/url?u=http-3A__computer-2Dgo.org_mailman_listinfo_computer-2Dgo <https://urldefense.proofpoint.com/v2/url?u=http-3A__computer-2Dgo.org_mailman_listinfo_computer-2Dgo&d=DwIGaQ&c=Oo8bPJf7k7r_cPTz1JF7vEiFxvFRfQtp-j14fFwh71U&r=i0hg-cKH69CA5MsdosvezQ&m=IPW6s_201Mkb1YsJA4v5VU1jX-PAmMmmrbwYr8hhh2w&s=Mw0XMdQlRQY3qFVrnSXjL_zBrnoa72a_n8wWibfyxRg&e=> &d=DwIGaQ&c=Oo8bPJf7k7r_cPTz1JF7vEiFxvFRfQtp-j14fFwh71U&r=i0hg-cKH69CA5MsdosvezQ&m=IPW6s_201Mkb1YsJA4v5VU1jX-PAmMmmrbwYr8hhh2w&s=Mw0XMdQlRQY3qFVrnSXjL_zBrnoa72a_n8wWibfyxRg&e= _______________________________________________ Computer-go mailing list Computer-go@computer-go.org <mailto:Computer-go@computer-go.org> http://computer-go.org/mailman/listinfo/computer-go
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