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GaryMarcus's profile
Gary Marcus
Gary Marcus
Gary Marcus
@GaryMarcus

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Gary Marcus

@GaryMarcus

CEO/Founder of http://Robust.AI ; cognitive scientist, and best-selling author. New book: http://Rebooting.AI : Building Artificial Intelligence We Can Trust

garymarcus.com
Joined December 2010

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    1. Pere Mayol‏ @peremayol Aug 19
      • Report Tweet

      @GaryMarcus In your paper "DL: A Critical Appraisal" you mention a test you did for generalization during 1998. Its is still a good generalization test? Which is in your opinion the best generalization test for a AI?

      2 replies 0 retweets 1 like
    2. Gary Marcus‏ @GaryMarcus Aug 19
      • Report Tweet
      Replying to @peremayol

      There are (and should be) many different ways to assess generalization, but you might start with @LakeBrenden’s updates to my late 90’s work. And look at @dileeplearning’s work on how DQN fails in tiny changes to Atari games.

      1 reply 2 retweets 8 likes
    3. Dileep George‏ @dileeplearning Aug 19
      • Report Tweet
      Replying to @GaryMarcus @peremayol @LakeBrenden

      Our blogs and papers highlight important aspects of generalization in vision, dynamics, and concept learning. https://www.vicarious.com/blog/  @vicariousai

      1 reply 1 retweet 9 likes
    4. Pere Mayol‏ @peremayol Aug 20
      • Report Tweet
      Replying to @dileeplearning @GaryMarcus and

      Do you consider at Vicarious that your tech & team have achieved generalization?

      1 reply 0 retweets 0 likes
    5. Dileep George‏ @dileeplearning Aug 20
      • Report Tweet
      Replying to @peremayol @GaryMarcus and

      Of course not. We have good generalization in some limited settings. We think we have some of the right ingredients, but a lot more work remains.

      4 replies 0 retweets 6 likes
      Gary Marcus‏ @GaryMarcus Aug 20
      • Report Tweet
      Replying to @dileeplearning @peremayol and

      Progress without bullsh*t. Hat’s off to @dileeplearning for his candid answer.

      11:53 AM - 20 Aug 2019
      • 3 Likes
      • Dileep George Filip Piekniewski Tarin Ziyaee
      0 replies 0 retweets 3 likes

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