"World models such as V-JEPA learn predictive representations from visual recordings and can support planning for physical interactions."
The V-JEPA 2 researchers describe predictive representation learning from large-scale video data and demonstrate a world-model component supporting robotic object manipulation. Their work provides an empirical example of the effort to learn physical dynamics from observation rather than relying only on relationships in written language.
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