Supersizing Self-supervision: Learning to Grasp from 50K Tries and 700 Robot Hours

Lerrel Pinto, Abhinav Gupta

Current learning-based robot grasping approaches exploit human-labeled datasets for training the models. However, there are two problems with such a methodology: (a) since each obj…