AI Article Synopsis

  • Robotic assistance can enhance the learning of complex motor skills by focusing on dynamic movement rather than just trajectory.
  • The study tested two groups: a Control group receiving constant visual feedback and a Fading group with gradually decreasing feedback during practice, assessing performance across several trials.
  • Results showed that while the Control group initially performed better with feedback, the Fading group excelled when feedback was removed, suggesting that reducing reliance on external cues helps develop a more robust internal representation of the task.

Article Abstract

Robotic assistance can improve the learning of complex motor skills. However, the assistance designed and used up to now mainly guides motor commands for trajectory learning, not dynamics learning. The present study explored how a complex motor skill involving the right arm can be learned without suppressing task dynamics, by means of an innovative device with robotic guidance that allows a torque versus motion profile to be learned with admittance control. In addition, we assessed how concurrent visual feedback on this profile can enhance learning without creating dependency, by means of a fading procedure (i.e., feedback reduction across trials). On Day 1, a Control group performed an acquisition session (6 blocks) featuring concurrent visual feedback, while a Fading group performed the session with a gradual reduction in feedback (from 100% to 0% over the 6 blocks). On Day 2, both groups performed a block first without feedback (i.e., Transfer test), then with feedback (i.e., Retention test). Results revealed that on Day 1, movement rehearsal induced a significant improvement in spatiotemporal parameters for the Control group, compared with the Fading group. On Day 2, the opposite was found when this visual feedback was removed, as the Fading group performed significantly better than the Control group on the Transfer test. Vision allows a relationship to be established between the required torque and the motion profile. Its suppression then forces the processing of more intrinsic information, leading to the development of a stable internal representation of the task.

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Source
http://dx.doi.org/10.1016/j.humov.2024.103221DOI Listing

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