DreamAvoid: Critical-Phase Test-Time Dreaming to Avoid Failures in VLA Policies.

arXiv:2605.11750v2 Announce Type: replace-cross Abstract: Vision-Language-Action (VLA) models are often brittle in fine-grained manipulation, where minor action errors during the critical phases can rapidly escalate into irrecoverable failures. Since existing