Learning to Singulate Objects using a Push Proposal Network

Andreas Eitel, Nico Hauff, Wolfram Burgard

Learning to act in unstructured environments, such as cluttered piles of objects, poses a substantial challenge for manipulation robots. We present a novel neural network-based app…