Train Together or Merge Later? Unifying VLA Experts via a Shared Action Interface

Zhizhen Zhang, Yuxia Fu, Zijian Wang +2

Co-training offers a straightforward way to build a multi-task vision-language-action (VLA) policy, but can fall short of the performance achieved by training each task independent…