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

Xianzhe Fan, Yuxiang Lu, Shenyuan Gao +4

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 fai…