Questions tagged [machine-learning]
Artificial intelligence that improves automatically through experience.
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questions
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votes
1
answer
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auto-generating the proof of infinitude of primes
The chess computer which beat the human world champion in 1997 had a huge database of openings inbuilt into it. However my understanding of Deep Mind's alpha zero is that it is capable of generating ...
- 2,500
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votes
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answer
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What are some automated theorem generators? What background logic do they use and what heuristics do they use for theorem-goodness?
This paper describes a theorem generator called MetaGen.
MetaGen's purpose is to make larger training sets to train provers, by producing theorems similar to ones a human might select for inclusion in ...
- 3,095
24
votes
2
answers
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Successes of machine learning in formal theorem proving
Attempts to apply machine-learning (as opposed to hand-crafted automation) to formal theorem proving are still in their infancy.
Still, there have been some successes. GPT-f found some proofs that ...
- 901