Self-supervised Physics-Informed Manipulation of Deformable Linear Objects with Non-negligible Dynamics
具有不可忽略动力学的自监督物理引导的变形线性物体操控
机构 * Human-Robot Interfaces and Interaction Lab, Istituto Italiano di Tecnologia, Genova, Italy(人类-机器人交互实验室,意大利技术研究院,热那亚,意大利) ; Ph.D. program of national interest in Robotics and Intelligent Machines (DRIM) and Universita di Genova, Genoa, Italy(机器人与智能机械国家级博士项目(DRIM)和热那亚大学,热那亚,意大利)
AI总结 SPiD通过结合物理模型和自监督学习,实现了对变形线性物体的高效动态操控,具备强泛化能力和鲁棒性。
Comments Submitted to IEEE Transactions on Robotics. Video: https://youtu.be/lgX2J-00TRM