Visual novelty, curiosity, and intrinsic reward in machine learning and the brain

Andrew Jaegle, Vahid Mehrpour, Nicole Rust

A strong preference for novelty emerges in infancy and is prevalent across the animal kingdom. When incorporated into reinforcement-based machine learning algorithms, visual novelt…