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Brohan and colleagues: RT-2 vision-language-action robotic control

Co-fine-tuned vision-language models on web data and robot trajectories while representing robot actions as tokens, reporting transfer to new robotic tasks.

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Co-fine-tuned vision-language models on web data and robot trajectories while representing robot actions as tokens, reporting transfer to new robotic tasks.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

RT-2 results concern the studied robots, tasks and setups; they do not prove general-purpose real-world robotic reasoning.

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People and systems

Anthony Brohan; Noah Brown; Justice Carbajal; Yevgen Chebotar; Xi Chen; Krzysztof Choromanski; Tianli Ding; Danny Driess; Avinava Dubey; Chelsea Finn; Pete Florence; Chuyuan Fu; Montse Gonzalez Arenas; Keerthana Gopalakrishnan; Kehang Han; Karol Hausman; Alexander Herzog; Jasmine Hsu; Brian Ichter; Alex Irpan; Nikhil Joshi; Ryan Julian; Dmitry Kalashnikov; Yuheng Kuang; Isabel Leal; Lisa Lee; Tsang-Wei Edward Lee; Sergey Levine; Yao Lu; Henryk Michalewski; Igor Mordatch; Karl Pertsch; Kanishka Rao; Krista Reymann; Michael Ryoo; Grecia Salazar; Pannag Sanketi; Pierre Sermanet; Jaspiar Singh; Anikait Singh; Radu Soricut; Huong Tran; Vincent Vanhoucke; Quan Vuong; Ayzaan Wahid; Stefan Welker; Paul Wohlhart; Jialin Wu; Fei Xia; Ted Xiao; Peng Xu; Sichun Xu; Tianhe Yu; Brianna Zitkovich

Complete named paper byline. Human research, source-reported system execution and experimental validation are distinct; individual effort shares are not measured.

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English catalogue narrative

Brohan and colleagues: RT-2 vision-language-action robotic control

Co-fine-tuned vision-language models on web data and robot trajectories while representing robot actions as tokens, reporting transfer to new robotic tasks.

Scientific scope

RT-2 results concern the studied robots, tasks and setups; they do not prove general-purpose real-world robotic reasoning.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

Anthony Brohan; Noah Brown; Justice Carbajal; Yevgen Chebotar; Xi Chen; Krzysztof Choromanski; Tianli Ding; Danny Driess; Avinava Dubey; Chelsea Finn; Pete Florence; Chuyuan Fu; Montse Gonzalez Arenas; Keerthana Gopalakrishnan; Kehang Han; Karol Hausman; Alexander Herzog; Jasmine Hsu; Brian Ichter; Alex Irpan; Nikhil Joshi; Ryan Julian; Dmitry Kalashnikov; Yuheng Kuang; Isabel Leal; Lisa Lee; Tsang-Wei Edward Lee; Sergey Levine; Yao Lu; Henryk Michalewski; Igor Mordatch; Karl Pertsch; Kanishka Rao; Krista Reymann; Michael Ryoo; Grecia Salazar; Pannag Sanketi; Pierre Sermanet; Jaspiar Singh; Anikait Singh; Radu Soricut; Huong Tran; Vincent Vanhoucke; Quan Vuong; Ayzaan Wahid; Stefan Welker; Paul Wohlhart; Jialin Wu; Fei Xia; Ted Xiao; Peng Xu; Sichun Xu; Tianhe Yu; Brianna Zitkovich

Complete named paper byline. Human research, source-reported system execution and experimental validation are distinct; individual effort shares are not measured.

Original sources