PROWL: Prioritized Regret-Driven Optimization for World Model Learning

Ahmet H. Güzel, Jenny Seidenschwarz, Benjamin Graham +3

Modern action-conditioned video world models achieve strong short-horizon visual realism, yet remain unreliable on rare, interaction-critical transitions that dominate downstream p…