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Preprint Sep 2026

ECoMEM: Explicit Concept Memory for Memory-Dependent Robot Control

A robot may lose sight of an object it must later retrieve, need to recall what a person demonstrated earlier, or track which steps of a task it has already completed. Current vision-language-action (VLA) policies often fail once the information needed for action disappears from the current observation, making memory c...

Yi-Ze Liu, Ke Wang, Mac Schwager et al. · 0 citations

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