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How an AI Agent Taught NVIDIA's $399 Robot Duck to Walk: Prompt to Policy in 7 Steps
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How an AI Agent Taught NVIDIA's $399 Robot Duck to Walk: Prompt to Policy in 7 Steps

DEV Community: machinelearning·RainyTech·5 days ago
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AI-assisted disclosure: I used an AI assistant to help structure this write-up. This is **not * a hands-on test. Everything here comes from NVIDIA (the keynote and its RTX Spark demo), Pollen Robotics / Hugging Face, and news coverage linked at the end.*

At NVIDIA's GTC Berlin keynote on October 21, 2026 , Jensen Huang gave four tiny robots one command: "Take a nap." Three dropped instantly. The fourth kept walking for a few steps before tipping over.

The fall is funny, but it isn't the story. The story is how they learned to walk at all : thousands of virtual copies trained in a world that an AI agent built on a laptop.

📺 Full video (8:00): https://youtu.be/R1VtPIjb6Es

What a Microduck is

A tiny walking robot from Pollen Robotics , the robotics team Hugging Face bought in April 2025.

About 25 cm (10 in) tall , under 2 lb.

15 motors (legs, neck, head), a front camera, a depth sensor and two IMUs.

Walks, sits, crouches, catches its balance when pushed, and gets back up on its own.…

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