Human know-how derives in part from our nose for novelty — we’re curious creatures, whether looking around corners or testing scientific hypotheses. For artificial intelligence to have a broad and nuanced understanding of the world — so it can navigate everyday obstacles, interact with strangers or invent new medicines — it also needs to explore new ideas and experiences on its own.