Abstract: Instance grasping, which aims to grasp a specific object out of clutter, is a fundamental task within robotics. However, allowing a robot to quickly learn to perform instance grasping for ...

Abstract: Recognition of occluded objects in unseen and unstructured indoor environments is a challenging problem for mobile robots. To address this challenge, we propose a new descriptor, Topological ...