Well, many researchers understand this and are actively trying to build systems which has these inductive biases.https://twitter.com/GaryMarcus/status/1200646264150323200 …
CEO/Founder of http://Robust.AI ; cognitive scientist, and best-selling author. New book: http://Rebooting.AI : Building Artificial Intelligence We Can Trust
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Anirudh Goyal Retweeted Gary Marcus
Well, many researchers understand this and are actively trying to build systems which has these inductive biases.https://twitter.com/GaryMarcus/status/1200646264150323200 …
Anirudh Goyal added,
i actually don’t know any systems working in some of them (eg affordances of objects) and would love references. meanwhile i do think there is overall bias in ML against building in innate priors, with a frequent goal of mastering things “without human knowledge”
What about this paper by Christopher Manning http://et.al ? We introduce the Neural State Machine, seeking to bridge the gap between the neural and symbolic views of AI and integrate their complementary strengths for the task of visual reasoning. https://arxiv.org/pdf/1907.03950.pdf …
looks interesting! thanks!
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