Search Results for author: Marcus Dominguez-Kuhne

Found 2 papers, 1 papers with code

Learning Deformable Object Manipulation from Expert Demonstrations

1 code implementation20 Jul 2022 Gautam Salhotra, I-Chun Arthur Liu, Marcus Dominguez-Kuhne, Gaurav S. Sukhatme

We test DMfD on a set of representative manipulation tasks for a 1-dimensional rope and a 2-dimensional cloth from the SoftGym suite of tasks, each with state and image observations.

Deformable Object Manipulation General Reinforcement Learning +1

Visuomotor Mechanical Search: Learning to Retrieve Target Objects in Clutter

no code implementations13 Aug 2020 Andrey Kurenkov, Joseph Taglic, Rohun Kulkarni, Marcus Dominguez-Kuhne, Animesh Garg, Roberto Martín-Martín, Silvio Savarese

When searching for objects in cluttered environments, it is often necessary to perform complex interactions in order to move occluding objects out of the way and fully reveal the object of interest and make it graspable.

Object Reinforcement Learning (RL) +1

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