Planning as inference

Abstract

Recent developments in decision-making research are bringing the topic of planning back to center stage in cognitive science. This renewed interest reopens an old, but still unanswered question: how exactly does planning happen? What are the underlying information processing operations and how are they implemented in the brain? Although a range of interesting possibilities exists, recent work has introduced a potentially transformative new idea, according to which planning is accomplished through probabilistic inference.