Beyond World-Frame Action Heads: Motion-Centric Action Frames for Vision-Language-Action Models

Huoren Yang, Jianchao Zhao, Hu Yusong +7

Vision-Language-Action (VLA) models have advanced rapidly with stronger backbones, broader pre-training, and larger demonstration datasets, yet their action heads remain largely ho…