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

arXiv:2605.06222v1 Announce Type: cross Abstract: World Action Models (WAMs) have recently emerged as a promising paradigm for robotic manipulation by jointly predicting future visual observations and future actions. However, current WAMs typically execute a fixed number of predicted actions after...