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Fast Plans Are Not Enough: Does the Robot Actually Use Its Plan?

Published 1 day, 15 hours ago
Description
Introduces a hierarchical VLA architecture that better bridges high-level language planning and low-level robot execution, reducing the gap between what a model plans and what it physically does. This advances robot foundation models by improving real-world action fidelity from vision-language reasoning.
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