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Re:AlphaGo Zero: Learning from scratch by abecedarius on Wednesday October 18, 2017 @02:21PM (#15501565)
Math research shares those qualities, except small input size if you include the body of all the already-known theorems as an input. I don't know if we'll see much smarter proof assistants soon, but it doesn't seem absurd to me as a possible development.
Re:AlphaGo Zero: Learning from scratch by dane-pgp on Wednesday October 18, 2017 @04:48PM (#15502891)
Actually, just converting all the already-known theorems into a form that can be computationally verified (not just convince a skilled human) would be an interesting starting point. This would really help the metamath project, and perhaps make peer review of mathematical research papers easier:

http://us.metamath.org/mpeuni/mmset.html