Although humans live in an open-ended world and endlessly face new
challenges, they do not have to learn from scratch each time they face the next
one. Rather, they have access to a handful of previously learned skills, which
they rapidly adapt to new situations. In artificial intelligence, autotelic
agents, which are intrinsically motivated to represent and