How Much Planning Is Enough? Reducing Search and Computation in World-Model Planning

Changbai Li, Sirui Li, Yichen Yang +4

Visual world models enable goal-directed control through decision-time action search, but their deployment efficiency is often limited by conservatively large planning budgets. We…