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Physical robot throwing control through reasoning

Physical robot throwing control through reasoning — Vídeo de @TheHumanoidHub con Gemini 4 Argon. Mira el vídeo y lee la publicación original para conocer su contexto.

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A generalist model, not a dedicated robot policy, pulled off physical control by reasoning and using tools. Here's the four-step approach Gemini 4 figured out, given high-level instructions and the overall task: 1. Watched a human throw, and mapped the motion to its own joints. 2. Used its cameras to locate the board in 3D, and built a physics sim. 3. Practiced in simulation, tuning its stance and swing for a smooth arc. 4. On the real robot, watched each landing and adjusted by centimeters until 7 shots went in.

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