Robots ace blind precision assembly using only joint encoder signals, no cameras

kevin_zakka · x · 2026-10-19

New robotics research shows every robot already carries contact sensors: its own joints. Tiny encoder drift when touching objects—already used for blind walking in legged robots—is enough for precise assembly. Policies using only joint positions can insert pegs, mesh gears, and thread nuts with no camera, tactile sensor, or object poses, and the peg policy transfers zero-shot to the real world.

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