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fchollet's profile
François Chollet
François Chollet
François Chollet
Verified account
@fchollet

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François CholletVerified account

@fchollet

Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.

United States
fchollet.com
Joined August 2009

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    François Chollet‏Verified account @fchollet 14 Aug 2020

    AI content generation will bring about a revolution in video game design within the next 15 years. We'll generate graphical assets, levels, emergent ecosystems, gameplay... even entire games. One of the things I'm really looking forward to.

    4:21 PM - 14 Aug 2020
    • 177 Retweets
    • 1,020 Likes
    • Supratik Banerjee Milad Aghajohari minted art Adrián Domínguez Sophie MatRat21 Sateler Brian Holdefehr Rohan
    36 replies 177 retweets 1,020 likes
      1. François Chollet‏Verified account @fchollet 14 Aug 2020

        Note it won't quite be autonomous generation -- it will be more like a very rich and complex brush, that will nevertheless require a skilled artist.

        6 replies 14 retweets 234 likes
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      1. ed1d1a8d‏ @ed1d1a8d 14 Aug 2020
        Replying to @fchollet

        What types of games do you think would be the first to benefit from this revolution?

        0 replies 0 retweets 0 likes
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      1. Ben "Four Metakeys" Kelly‏ @benkellyreid 14 Aug 2020
        Replying to @fchollet

        thats literally happening already. i design most of my game systems to handle things like that procedurally and algorithmically. can scale infinitely that way

        0 replies 0 retweets 1 like
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      1. Chenda Bunkasem‏ @chendabunkasem 14 Aug 2020
        Replying to @fchollet

        Procedural content generation has been a thing for a while though

        0 replies 0 retweets 2 likes
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      1. Oliver Graves‏ @oliver_graves 14 Aug 2020
        Replying to @fchollet

        And after that... film

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      2. Julian Togelius‏ @togelius 14 Aug 2020
        Replying to @fchollet

        I've been working towards this all my career 😃 A few books to read for those who are interested in the topic: https://www.amazon.com/Playing-Smart-Intelligence-Artificial-Thinking/dp/0262039036/ … https://www.amazon.com/Artificial-Intelligence-Games-Georgios-Yannakakis/dp/3319635182/ … (also available at http://gameaibook.org/  ) https://www.amazon.com/Procedural-Generation-Computational-Synthesis-Creative/dp/3319427148/ … (also available at http://pcgbook.com/  )

        2 replies 14 retweets 122 likes
      3. Julian Togelius‏ @togelius 14 Aug 2020
        Replying to @togelius @fchollet

        We also started a company dedicated to bringing cutting-edge AI to game design and development:http://modl.ai 

        1 reply 4 retweets 37 likes
      4. Show replies
      1. Michael Francis‏ @MFrancis107 14 Aug 2020
        Replying to @fchollet

        It will be an exciting time. Everyone will have the ability to be a game developer and make the game they want to play. I think this will also be true of movies. There will be as many movies and games as there are books published.

        0 replies 0 retweets 1 like
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      1. Jim Whitehead‏ @TheJimWhitehead 14 Aug 2020
        Replying to @fchollet

        There is a yearly workshop dedicated to AI content generation techniques, called the Procedural Content Generation Workshop. https://www.pcgworkshop.com/  Next one is September 14, very inexpensive to attend (~$22)

        0 replies 5 retweets 21 likes
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      1. Jim Whitehead‏ @TheJimWhitehead 14 Aug 2020
        Replying to @fchollet

        AI content generation techniques also appear at the AI for Interactive Digital Entertainment (AIIDE) conference (https://webdocs.cs.ualberta.ca/~santanad/aiide/ …, coming up in October, free access online to proceedings)

        0 replies 6 retweets 21 likes
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