LangForce: Bayesian Decomposition of Vision Language Action Models via Latent Action Queries

Shijie Lian, Bin Yu, Xiaopeng Lin +6

Vision-Language-Action (VLA) models have shown promise in robot manipulation but often struggle to generalize to new instructions or complex multi-task scenarios. We identify a cri…