System Identification

Init

Pixelwise

Perceptual

Ours-no-grad

Ours

Target

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We estimate the joint stiffness of each finger in the robotic hand in this experiment, whose values are randomly initialized.

Only ours converges to the closest values, which can be told by the wave-like movements.