Muscle Activation Analysis from Gait Kinematics and Reinforcement Learning
We propose the use of reinforcement learning with imitation reward to estimate muscle activation from a purely kinematic motion capture sequence without the use of any force plate or electromyography (EMG) sensors. We also demonstrate the use of this method by comparing muscle activation between nor...
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Format: | Conference or Workshop Item |
Published: |
2023
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Online Access: | https://repository.li.mahidol.ac.th/handle/123456789/84632 |
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Institution: | Mahidol University |