Learning to Singulate Objects using a Push Proposal Network

25 Jul 2017Andreas EitelNico HauffWolfram 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 approach that separates unknown objects in clutter by selecting favourable push actions... (read more)

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