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Planning grasp strategies That Exploit Environmental Constraints

机译:规划利用环境约束的把握策略

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There is strong evidence that robustness in human and robotic grasping can be achieved through the deliberate exploitation of contact with the environment. In contrast to this, traditional grasp planners generally disregard the opportunity to interact with the environment during grasping. In this paper, we propose a novel view of grasp planning that centers on the exploitation of environmental contact. In this view, grasps are sequences of constraint exploitations, i.e. consecutive motions constrained by features in the environment, ending in a grasp. To be able to generate such grasp plans, it becomes necessary to consider planning, perception, and control as tightly integrated components. As a result, each of these components can be simplified while still yielding reliable grasping performance. We propose a first implementation of a grasp planner based on this view and demonstrate in real-world experiments the robustness and versatility of the resulting grasp plans.
机译:有充分的证据表明,可以通过有意识地利用与环境的接触来实现人机和机器人抓握的鲁棒性。与此相反,传统的抓握计划人员通常会忽略抓握过程中与环境互动的机会。在本文中,我们提出了一种以环境接触开发为中心的把握计划的新观点。按照这种观点,抓取是约束利用的序列,即,连续运动受到环境特征的约束,最终以抓取为终点。为了能够生成这样的掌握计划,有必要将计划,感知和控制视为紧密集成的组件。结果,可以简化这些组件中的每一个,同时仍然产生可靠的抓握性能。我们基于此观点提出了抓握计划器的第一个实施方案,并在现实世界的实验中演示了所得抓握计划的稳健性和多功能性。

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