PAC book

cosmos 16th February 2017 at 3:05pm

The book about Probably approximately correct by Leslie Valiant, with applications to learning, evolution and intelligence.

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the darwinian constraint of producing variation independent of experience appears to impose severe constraints on what is evolvable

Evolving real value functions (page 108)

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Learning NNs, reason for Modularity. PAC-book4.jpg

Occam's razor theorems. PAC-bookOccam.jpg

Mixing computer science and statistics. PAC-bookCompSciStats.jpgPAC-bookCompSciStats2.jpg

Mind's eye/working memory/robust logic: On page 125 to 135 on PAC book. ability to compose learned relations. relations to latent space?

Regular languages are not PAC-learnable

Hierarchical/sequential learning of concepts (page81-82)

Teachers, programming, selecting learnable targets (page 82-84