نسخة أولية وصول مفتوح
Dynamic Manipulation with World-Action Models via Counterfactual Planning
World-Action models (WAMs) trained on static demonstrations often fail to manipulate moving targets even when they possess the required manipulation skills. We attribute this failure to target-response collapse: as execution advances, the policy becomes increasingly biased toward the learned continuation of its ongoing …