Pre-Training for Robots: Offline RL Enables Learning New Tasks in a Handful of Trials

Aviral Kumar, Anikait Singh, Frederik D. Ebert, Mitsuhiko Nakamoto, Yanlai Yang, Chelsea Finn, Sergey Levine. Pre-Training for Robots: Offline RL Enables Learning New Tasks in a Handful of Trials. In Kostas E. Bekris, Kris Hauser, Sylvia L. Herbert, Jingjin Yu, editors, Robotics: Science and Systems XIX, Daegu, Republic of Korea, July 10-14, 2023. 2023. [doi]

Authors

Aviral Kumar

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Anikait Singh

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Frederik D. Ebert

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Mitsuhiko Nakamoto

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Yanlai Yang

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Chelsea Finn

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Sergey Levine

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