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Juxi Leitner

2 accepted papers

2020

Learning Arbitrary-Goal Fabric Folding with One Hour of Real Robot Experience

CoRL 2020

Manipulating deformable objects, such as fabric, is a long standing problem in robotics, with state estimation and control posing a significant challenge for traditional methods. In this paper, we show that it is possible to learn fabric folding skills in only an hour of self-supervised real robot e

Cited by 0SourcePDFScholar
2018

Closing the Loop for Robotic Grasping: A Real-time, Generative Grasp Synthesis Approach

RSS 2018poster

This paper presents a real-time, object-independent grasp synthesis method which can be used for closed-loop grasping. Our proposed Generative Grasping Convolutional Neural Network (GG-CNN) predicts the quality and pose of grasps at every pixel. This one-to-one mapping from a depth image overcomes…