Song-Han Yang

Abductive World Modeling via Causal Representation Learning

Abductive World Modeling (AWM), a framework that learns structured causal representations by abductively inferring latent causes from predicted futures, is proposed, which is the first framework to introduce abductive state inference into latent-space world modeling for learning structured representations of world dyna...