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Forget expensive tactile sensors – microphones and a lightweight CNN can give you accurate, real-time in-hand slip estimation.
Soft robots can now mimic human manipulation skills more effectively by explicitly reasoning about contact forces, outperforming traditional kinematic imitation and learning-based methods.