Amazon FAR's Pick Anything: single policy grasps 66 objects, zero teleop data

notmahi · x · 2026-11-10

Jitendra Malik shared Amazon FAR's Dex-Hands team "Pick Anything" manipulation demo: a single policy performs human-like grasps across 66 different objects, ranging from AirPods to dumbbells and pipe wrenches.

Technical details: vision comes only from a stereo camera head (no wrist cameras), manipulation via Shadow hands, trained with video and RL with zero teleoperation data. Live demos at CoRL 2026 (Demo 12, Nov 9–10).

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