论文标题

让我们处理:可概括的铰接物体操纵

Let's Handle It: Generalizable Manipulation of Articulated Objects

论文作者

Yang, Zhutian, Curtis, Aidan

论文摘要

在此项目中,我们提出了一个框架,用于构建可概括的操纵控制器策略,该策略从原始输入点云和分段掩码映射到关节速度。我们采用了传统的机器人方法,使用点云处理,最终效应轨迹计算,逆运动学,闭环位置控制器和行为树。我们展示了关于构成Sapien Maniskill操纵挑战的常见家庭对象的四种操纵技巧的框架。

In this project we present a framework for building generalizable manipulation controller policies that map from raw input point clouds and segmentation masks to joint velocities. We took a traditional robotics approach, using point cloud processing, end-effector trajectory calculation, inverse kinematics, closed-loop position controllers, and behavior trees. We demonstrate our framework on four manipulation skills on common household objects that comprise the SAPIEN ManiSkill Manipulation challenge.

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