Modularity through Attention: Efficient Training and Transfer of Language-Conditioned Policies for Robot Manipulation

Yifan Zhou, Shubham D. Sonawani, Mariano J. Phielipp, Simon Stepputtis, Heni Ben Amor. Modularity through Attention: Efficient Training and Transfer of Language-Conditioned Policies for Robot Manipulation. In Karen Liu, Dana Kulic, Jeffrey Ichnowski, editors, Conference on Robot Learning, CoRL 2022, 14-18 December 2022, Auckland, New Zealand. Volume 205 of Proceedings of Machine Learning Research, pages 1684-1695, PMLR, 2022. [doi]

Authors

Yifan Zhou

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Shubham D. Sonawani

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Mariano J. Phielipp

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Simon Stepputtis

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Heni Ben Amor

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