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Updated: May 12, 2026

The Impact of Motor Task Conditions on Goal-Directed Arm Reaching Kinematics and Trunk Compensation in Chronic Stroke Survivors
Published on: May 2, 2021
Optimal control of reaching includes kinematic constraints.
Michael Mistry1, Evangelos Theodorou, Stefan Schaal
1ATR Computational Neuroscience Laboratories, Kyoto, Japan. m.n.mistry@bham.ac.uk
Subjects adapted reaching movements towards straight trajectories despite perturbations, prioritizing robustness over minimal effort. This suggests kinematic invariance is crucial for reaching, alongside accuracy and efficiency.
Area of Science:
- Motor control
- Robotics
- Biomechanics
Background:
- Reaching movements are fundamental to human motor control.
- Adaptation to force field perturbations reveals underlying motor control strategies.
- Previous models often prioritize accuracy and effort minimization.
Purpose of the Study:
- To investigate adaptation in reaching movements under a novel acceleration-based force field.
- To determine if motor control prioritizes kinematic invariance over motor effort.
- To model reaching behavior using stochastic optimal control theory.
Main Methods:
- Participants performed a reaching task with an acceleration-based force field.
- Behavioral data on hand trajectories were analyzed.
- Stochastic optimal control theory was used to model the observed adaptation.
Main Results:
- Subjects showed a directional preference, adapting curved trajectories towards their initial straight baselines.
- This adaptation occurred despite a strategy that would minimize motor effort by deviating from a straight path.
- The results indicate a trade-off between target accuracy, motor effort, and kinematic invariance.
Conclusions:
- Robustness, particularly against internal model uncertainty, is essential for reaching movements.
- Kinematic invariance plays a significant role in the objective function of reaching.
- The findings challenge assumptions that solely focus on accuracy and energy efficiency in motor control models.
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