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hardmaru's profile
hardmaru
hardmaru
hardmaru
@hardmaru

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hardmaru

@hardmaru

research scientist at google brain 🧠 香港人 🏴 ⠀

東京
otoro.net/ml/
Joined November 2014

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    hardmaru‏ @hardmaru Mar 5

    Saw this interesting project on r/ML that seems to be highly unconventional and non-mainstream. There are many independent researchers who have their own theories of how AI should work, but they have a GitHub repo, papers, and decent RL benchmark results. https://github.com/Guillemdb/FractalAI … https://twitter.com/Miau_DB/status/1207379418383036417 …pic.twitter.com/kH026lQKZC

    6:09 AM - 5 Mar 2020
    • 97 Retweets
    • 503 Likes
    • Tassel Pierre Vein.X Bjornster Fraser Arkadiusz Kondas Kayson Fakhar Thomas LECAT Nithiroj Alexey Guzey
    Guillem Duran and Sergio Hernández Cerezo
    13 replies 97 retweets 503 likes
      1. New conversation
      2. hardmaru‏ @hardmaru Mar 5

        h/t @slashML https://redd.it/fdtpwc pic.twitter.com/7LNJpwwpZr

        2 replies 4 retweets 37 likes
        Show this thread
      3. hardmaru‏ @hardmaru Mar 5

        hardmaru Retweeted Eric Jang  🇺🇸 🇹🇼

        Would have loved to see a workshop showcase projects such as this one (too bad it didn't happen this time):https://twitter.com/ericjang11/status/1178784701076525056 …

        hardmaru added,

        Eric Jang  🇺🇸 🇹🇼 @ericjang11
        I'd like to organize a "manifesto track" at AI conferences where speakers come up and present their controversial, slightly unhinged views on how to achieve AGI. Experimental evidence is optional. - Numenta HTM - LeCake - https://openreview.net/pdf?id=SyxQ_TEFwS … - Non-Axiomatic Reasoning System
        Show this thread
        1 reply 2 retweets 25 likes
        Show this thread
      4. End of conversation
      1. New conversation
      2. Maria Skoularidou‏ @skoularidou Mar 5
        Replying to @hardmaru @Miau_DB @EntropyFarmer

        It does seem very interesting; I 'll def read it! Lets share thoughts/comments/questions afterwards if you wish :)

        1 reply 0 retweets 4 likes
      3. hardmaru‏ @hardmaru Mar 5
        Replying to @skoularidou @Miau_DB @EntropyFarmer

        Please! :)

        1 reply 0 retweets 3 likes
      4. 2 more replies
      1. New conversation
      2. Bert Chan‏ @BertChakovsky Mar 5
        Replying to @hardmaru @Miau_DB @EntropyFarmer

        Nice format of the arXiv paper / mini-book https://arxiv.org/abs/1803.05049 pic.twitter.com/wLMMs8yzqF

        1 reply 2 retweets 15 likes
      3. 2 more replies
      1. New conversation
      2. Rubén Crespo Cano‏ @rcrespocano Mar 5
        Replying to @hardmaru @Miau_DB @EntropyFarmer

        If my memory serves me right, this work was presented at the @PyConES 2018. These guys are geniuses!

        1 reply 0 retweets 4 likes
      3. Guillem Duran‏ @Miau_DB Mar 5
        Replying to @rcrespocano @hardmaru and

        It was me, thanks! 😁 This is the @europython talk in English: https://youtu.be/rZpZU8LHPco  Slides: https://docs.google.com/presentation/d/1aquFoqMz8gYhua2zr-PCckL2-6-weQFfbZ4fRVywW2Y/edit?usp=sharing … And this is the @PyConES talk in Spanish: https://youtu.be/N72s_OFMv8U  Slides:https://docs.google.com/presentation/d/1NGfEMuQDa9ERqrLGjYiA8PoJQuQYyTtH4Df3g0ggEcQ/edit?usp=sharing …

        0 replies 1 retweet 16 likes
      4. End of conversation
      1. New conversation
      2. Nicholas Guttenberg‏ @ngutten Mar 5
        Replying to @hardmaru @Miau_DB @EntropyFarmer

        The name seems out there, but the contents are reasonable I think. The method reminds me of techniques used in computational chemistry for nonequilibrium importance sampling (see for example forward flux sampling or NEUS)

        2 replies 0 retweets 5 likes
      3. Guillem Duran‏ @Miau_DB Mar 5
        Replying to @ngutten @hardmaru @EntropyFarmer

        Indeed, it is based on statistical mechanics. Problems are represented as a far-from-equilibrium open thermodynamic systems. The name seems off, but a Swarm of walkers is an scale-free structure with a non-integer dimension. It's not obvious why it's fractal 😅

        1 reply 0 retweets 10 likes
      4. 7 more replies

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