3 accepted papers
Generalizing robotic manipulation across object poses, viewpoints, and dynamic disturbances is difficult, especially with only a few demonstrations. End-to-end visuomotor policies are expressive but data-hungry, while planning and optimization satisfy explicit constraints but do not directly capture…
Enabling robots to perform tool manipulation like humans remains a great challenge. A semantic understanding of tool affordances and precise spatial localization is essential for this task. Conventional methods relying on RGB-D cameras for affordance detection and tool manipulation have been proven
An autonomous bin-picking system for grasping various cluttered packages can significantly benefit logistics by reducing manual labor and streamlining processing. The system's key challenges involve the gripper for confined spaces and grasp planning for unseen objects with varying materials, shapes,