Reinforcement Learning Based Variable Impedance Control for High Precision Human-robot Collaboration Tasks

2021 6th IEEE International Conference on Advanced Robotics and Mechatronics (ICARM)(2021)

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摘要
Human-robot collaboration is an important area with great potential in intelligent manufacturing. Due to the diversity of collaboration tasks, robot collaboration skills should have the ability to adapt to different skills. However, problems such as skill expression and generalization are challenging. Meanwhile, the differences in the skills of various operators bring difficulties to collaborative...
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关键词
Service robots,Force,Collaboration,Reinforcement learning,Robot sensing systems,Manipulators,Trajectory
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