Lucas Morales

Learning Libraries of Subroutines for Neurally–Guided Bayesian Program Induction

Successful approaches to program induction require a hand-engineered domain-specific language (DSL), constraining the space of allowed programs and imparting prior knowledge of the domain. We contribute a program induction algorithm that learns a DSL while jointly training a neural network…