From Next Token Prediction to (STRIPS) World Models

Carlos Núñez-Molina, Vicenç Gómez, Hector Geffner

We study whether next-token prediction can yield world models that truly support planning, in a controlled symbolic setting where propositional STRIPS action models are learned fro…