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Yuxia Fu

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

Zhizhen Zhang, Yuxia Fu, Zijian Wang وآخرون · 2026

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 independently. The challenge is to retain these task-specific gains in a multi-task policy without joint post-training. Combining independently trained …

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