Learning Task-General Representations with Generative Neuro-Symbolic Modeling

Reuben Feinman, Brenden M. Lake

People can learn rich, general-purpose conceptual representations from only raw perceptual inputs. Current machine learning approaches fall well short of these human standards, alt…