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Measured test of the official MyoLeg pretrained policy and spinal reflex baseline

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The Guyuehome author measured the official MyoLeg pretrained policy and the spinal reflex baseline, changing the walking control target from torque to 80 neural excitations, involving activation dynamics, the force-length-velocity relationship, and moment arms. The article presents quantitative results on gait mechanics, impact recovery, muscle weakness, and fatigue, and summarizes lessons learned from reproducing the spinal reflex circuit.

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  1. MyoLeg: Measured Biomimetic Walking Control Based on Musculoskeletal Dynamics and Neural Feedback

    The author tests MyoLeg's official pretrained policy and a spinal reflex baseline, shifting the walking control target from torque to 80 neural excitation channels, involving activation dynamics, force-length-velocity relationships, and moment arms. The article presents quantitative results on gait mechanics, impact recovery, muscle weakness, and fatigue, and summarizes lessons learned in reproducing the reflex circuit.

    Guyuehome ·

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