Analysis of LeWorldModel shows that pretrained world models struggle to precisely preserve local action geometry. Discrepancies in action sensitivity range from 36 to 42 degrees at small scales, with embedding errors reaching up to 38% on held-out directions.
HOW THIS AFFECTS YOU
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researcherYou should account for geometric inaccuracies when using world models for fine-grained robotic control.