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Learning compliant dynamical system from human demonstrations for stable force control in unknown environments

Dongsheng Ge, Huan Zhao, Yiwei Wang, Dianxi Li, Xiangfei Li, Han Ding

2023Robotics and Computer-Integrated Manufacturing13 citationsDOI

Topics & Concepts

Impedance controlControl theory (sociology)Contact forceStiffnessRobotRoboticsStability (learning theory)Computer scienceDisplacement (psychology)Electrical impedanceSimulationControl (management)Control engineeringArtificial intelligenceEngineeringPhysicsStructural engineeringClassical mechanicsMachine learningPsychotherapistElectrical engineeringPsychologyRobot Manipulation and LearningMuscle activation and electromyography studiesProsthetics and Rehabilitation Robotics
Learning compliant dynamical system from human demonstrations for stable force control in unknown environments | Litcius