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T-WLA: A World-Language-Action Architecture Bridging Slow Vision and Fast Touch with Shared Visual Memory

T-WLA is a World-Language-Action architecture that uses shared visual memory to guide both action generation and tactile correction, addressing the problem in contact-rich manipulation where contact conditions change before the visual policy updates.

Part of the event: T-WLA uses shared visual memory to simultaneously generate actions and correct touch

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