Preprint Open access
CogWAM: Aligning Semantic Cognition with World Action Modeling via Event-Driven Interfaces
Robot policies increasingly incorporate semantic reasoning and future-world prediction, yet combining these capabilities does not guarantee that local predictions and actions remain aligned with task progress. We introduce CogWAM, a cognition-guided world-action model that establishes an explicit semantic interface bet …