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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Bibliographic Details
Main Authors: Prayook Jatesiktat, Dollaporn Anopas, Wai Hang Kwong, Ananda Sidarta, Phyllis Liang, Wei Tech Ang
Other Authors: Rehabilitation Research Institute of Singapore
Format: Conference or Workshop Item
Published: 2022
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Online Access:https://repository.li.mahidol.ac.th/handle/123456789/73754
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Institution: Mahidol University

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