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Rohun Kulkarni

2 accepted papers

2021

What Matters in Learning from Offline Human Demonstrations for Robot Manipulation

CoRL 2021oral

Imitating human demonstrations is a promising approach to endow robots with various manipulation capabilities. While recent advances have been made in imitation learning and batch (offline) reinforcement learning, a lack of open-source human datasets and reproducible learning methods make assessing…

Cited by 523SourcecodeScholar
2020

Visuomotor Mechanical Search: Learning to Retrieve Target Objects in Clutter

IROS 2020poster

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. Due to the complexity of the physics involved and the lack of accurate models o…

Cited by 51SourceScholar