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Olaoluwa Shorinwa

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#artificial intelligence Preprint Aug 2026

CLAP: Cross-Embodiment Video World Models are Zero-Shot Physical Simulators

State-of-the-art action-conditioned video models are typically restricted to a single robot embodiment, preventing them from leveraging the vast corpus of heterogeneous video data that contains rich signals for learning generalizable physics. To bridge this gap, we introduce CLAP, a framework for cross-embodiment actio...

Ke-Chen Liu, Olaoluwa Shorinwa · 1 citation

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