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Beijing Humanoid Robot Innovation Center ,, Harbin Institute of Technology , Shenzhen, Carnegie Mellon University
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A single visual interface, action views, bridges the gap between video generation models and diverse robotic embodiments, enabling unified action modeling and execution.
EvolvingWorld reveals that an open-schema framework can drastically enhance the coherence and depth of character and world interactions in long-horizon literary simulations.
Current visual world models show a dramatic decline in performance when faced with unconventional and impossible physical interactions, highlighting a critical gap in their generalization capabilities.