AI Research

    Physically Viable World Models: A Case for Query-Conditioned Embodied AI

    World models for embodied AI must be physically viable: constructed to answer intervention queries by representing the physical structure governing action outcomes, rather than merely predicting future observations. Existing observation-predictive world models can produce visuall...

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    ArXiv CS.AI

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    ArXiv CS.AI
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    Embodied AI needs world models that understand physical causation, not just predict next frames, to ensure safe and effective real-world interactions. This research proposes a framework for building such physically viable models capable of reasoning about interventions.

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