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Miau_DB's profile
Guillem Duran
Guillem Duran
Guillem Duran
@Miau_DB

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Guillem Duran

@Miau_DB

Rogue scientist, @PyDataMallorca co-organiser. I hack AI stuff. What I cannot create, I do not understand.

Mallorca & Madrid
github.com/Guillemdb
Joined March 2012

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    Guillem Duran‏ @Miau_DB 18 Dec 2019

    300k samples of MsPacman using a FractalAI Swarm. Each point corresponda to the UMAP embedding of frames, and the red line corresponds to the game displayed in the right part of the screen.pic.twitter.com/fXQd8us2NA

    11:17 AM - 18 Dec 2019
    • 41 Retweets
    • 155 Likes
    • Alexis Carrillo Prakhar Agarwal Shikun Liu Florian Golemo Sagar Pathrudkar Shubham Singh Gunnar Grimnes Luís Julius G.
    5 replies 41 retweets 155 likes
      1. New conversation
      2. Batu‏ @BatuAytemiz 18 Dec 2019
        Replying to @Miau_DB

        @rndmcnlly

        1 reply 0 retweets 0 likes
      3. Adam M. Smith‏ @rndmcnlly 18 Dec 2019
        Replying to @BatuAytemiz @Miau_DB

        Fascinating! What are the red lines in the visualization?

        2 replies 0 retweets 0 likes
      4. 2 more replies
      1. New conversation
      2. maybe this meeting has an agenda‏ @angieskazka 19 Dec 2019
        Replying to @Miau_DB @arnicas

        somehow i was hesitating to click that gif because it looked from a description that my laptop won't be strong enough to handle 300k samples of packman :D

        1 reply 0 retweets 3 likes
      3. Guillem Duran‏ @Miau_DB 19 Dec 2019
        Replying to @angieskazka @arnicas

        Sorry, I wrote that when I was too tired 😅 This video was made with my laptop. I had to be very careful because the plots were blowing up the memory, although the resulting gifs are small.

        0 replies 0 retweets 1 like
      4. End of conversation
      1. New conversation
      2. Christopher D. Long‏ @octonion Mar 6
        Replying to @Miau_DB

        The Atari 2600 version of Ms Pacman? The arcade version would be even more interesting. I don't know if this framework would allow for the discovery of grouping, but that would be amazing if so.

        1 reply 0 retweets 1 like
      3. Guillem Duran‏ @Miau_DB Mar 6
        Replying to @octonion

        It supports environments published by OpenAI, but you could make it work for a different game as long as you implement the `Environment` interface https://guillemdb.github.io/fragile/module_docs/core.html#environment-abstract … This interface is also supported: https://github.com/Guillemdb/plangym/blob/2daea9a1d70d64cf5285beffa2ae41fa7d0db71c/plangym/env.py#L28 …

        0 replies 0 retweets 1 like
      4. End of conversation
      1. New conversation
      2. concerned_citizen‏ @vigi99 Mar 6
        Replying to @Miau_DB

        hi @Miau_DB reading your paper, https://arxiv.org/ftp/arxiv/papers/1803/1803.05049.pdf …, on page 35 "ELSE IF (Walker(i).VR < Walker(j).VR) THEN Prob:= 0" needs to be >, as mentioned in Prob = 0 If VRi > VRj page 34, just wanted to point out, brilliant paper, loving going through it!!

        2 replies 0 retweets 0 likes
      3. Guillem Duran‏ @Miau_DB Mar 6
        Replying to @vigi99

        Thanks! I appreciate it :D @EntropyFarmer is in charge of taking care of the paper, while I do the coding. I am not sure, but there a few typos that have been already corrected in the google doc where anyone can comment. Sergio, can you please check it and show the link to gdocs?

        0 replies 0 retweets 0 likes
      4. End of conversation
      1. Subtain Malik‏ @SubtainMalik7 Mar 5
        Replying to @Miau_DB

        @marzz234

        0 replies 0 retweets 0 likes
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