When to Trust Imagination: Adaptive Action Execution for World Action Models

Rui Wang, Yue Zhang, Jiehong Lin +5

World Action Models (WAMs) jointly predict future visual observations and actions, but typically execute a fixed number of actions before replanning, regardless of whether the imag…