量子位 QbitAIJun 17, 2026, 9:11 AM

One Model Controls Hands, Feet, and Torso: Robots Achieve Whole-Body Coordination for Fine Manipulation

Original: 一个模型控制手脚腰身!机器人终于学会全身协同干精细活了

A single AI model enables robots to coordinate their entire body for precise, dexterous manipulation tasks.

Researchers have developed a unified model that simultaneously controls a robot's hands, feet, and torso, enabling full-body coordination. This approach allows robots to perform fine, dexterous tasks that previously required fragmented, limb-specific control systems. The advance represents a meaningful step toward humanoid or multi-limbed robots that can handle complex real-world manipulation with integrated motor intelligence.

A new robotics research development, highlighted by QbitAI, demonstrates a single unified model capable of orchestrating a robot's entire kinematic chain — hands, feet, waist, and torso — in a coordinated fashion to execute fine-grained manipulation tasks. The work addresses one of the longstanding bottlenecks in embodied AI: the disconnect between upper-body dexterity and lower-body or whole-body stability.

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