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ThinkWorld: A VLA Learning Framework That Reinforces Chain-of-Dynamics Reasoning with World Imagination

arXiv cs.RO

ThinkWorld is a vision-language-action (VLA) learning framework that represents each action thought as a Chain-of-Dynamics (CoD), a sequence of discrete motion tokens that captures the intermediate dynamics connecting the current world to a future state and serves as a common action representation across embodiments.

Part of the event: Paper authors propose ThinkWorld VLA learning framework

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