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DreamCoder: Growing generalizable, interpretable knowledge with wake-sleep Bayesian program learning https://arxiv.org/abs/2006.08381 https://arxiv.org/abs/2006
by macleginn 6y ago
DreamCoder: Growing generalizable, interpretable knowledge with wake-sleep Bayesian program learning
https://arxiv.org/abs/2006.08381 https://arxiv.org/abs/2006.08381
A killer paper presenting an algorithm capable of inductive learning. ("DreamCoder solves both classic inductive programming tasks and creative tasks such as drawing pictures and building scenes. It rediscovers the basics of modern functional programming, vector algebra and classical physics, including Newton's and Coulomb's laws.")