@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?
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.
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Our blogs and papers highlight important aspects of generalization in vision, dynamics, and concept learning. https://www.vicarious.com/blog/
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Do you consider at Vicarious that your tech & team have achieved generalization?
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