Sophisticated Learning: A novel algorithm for active learning during model-based planning

Rowan Hodson, Bruce Bassett, Charel van Hoof +4

We introduce Sophisticated Learning (SL), a planning-to-learn algorithm that embeds active parameter learning inside the Sophisticated Inference (SI) tree-search framework of Activ…