Sim2Real Rope Cutting With a Surgical Robot Using Vision-Based Reinforcement Learning

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作者
Haiderbhai, Mustafa [1 ]
Gondokaryono, Radian [1 ]
Wu, Andrew [2 ]
Kahrs, Lueder A. [3 ]
机构
[1] Department of Computer Science and the Medical Computer Vision and Robotics Laboratory, University of Toronto, Toronto, ON, Canada
[2] Medical Computer Vision and Robotics Laboratory, University of Toronto, Toronto, ON, Canada
[3] Department of Computer Science, the Medical Computer Vision and Robotics Laboratory, and the Institute of Biomedical Engineering, University of Toronto, Toronto, ON, Canada
关键词
Autonomous cutting - Fine positioning - Healthcare robotics - Modulars - Randomisation - Real robot - Reward function - Simulation - Surgical robotics - Visual-servoing;
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页码:1 / 12
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