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Brohan and colleagues: RT-1 robotics transformer

Trained a transformer-based real-world robot control model on diverse tasks and evaluated scaling and generalization across model and data choices.

What is recorded here?

Trained a transformer-based real-world robot control model on diverse tasks and evaluated scaling and generalization across model and data choices.

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

Scientific scope

RT-1 is one 2022 robot-control study; distinct from later RT-2 and not a claim of general-purpose autonomous robotics.

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People and systems

Anthony Brohan; Noah Brown; Justice Carbajal; Yevgen Chebotar; Joseph Dabis; Chelsea Finn; Keerthana Gopalakrishnan; Karol Hausman; Alex Herzog; Jasmine Hsu; Julian Ibarz; Brian Ichter; Alex Irpan; Tomas Jackson; Sally Jesmonth; Nikhil J Joshi; Ryan Julian; Dmitry Kalashnikov; Yuheng Kuang; Isabel Leal; Kuang-Huei Lee; Sergey Levine; Yao Lu; Utsav Malla; Deeksha Manjunath; Igor Mordatch; Ofir Nachum; Carolina Parada; Jodilyn Peralta; Emily Perez; Karl Pertsch; Jornell Quiambao; Kanishka Rao; Michael Ryoo; Grecia Salazar; Pannag Sanketi; Kevin Sayed; Jaspiar Singh; Sumedh Sontakke; Austin Stone; Clayton Tan; Huong Tran; Vincent Vanhoucke; Steve Vega; Quan Vuong; 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-1 robotics transformer

Trained a transformer-based real-world robot control model on diverse tasks and evaluated scaling and generalization across model and data choices.

Scientific scope

RT-1 is one 2022 robot-control study; distinct from later RT-2 and not a claim of general-purpose autonomous robotics.

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; Joseph Dabis; Chelsea Finn; Keerthana Gopalakrishnan; Karol Hausman; Alex Herzog; Jasmine Hsu; Julian Ibarz; Brian Ichter; Alex Irpan; Tomas Jackson; Sally Jesmonth; Nikhil J Joshi; Ryan Julian; Dmitry Kalashnikov; Yuheng Kuang; Isabel Leal; Kuang-Huei Lee; Sergey Levine; Yao Lu; Utsav Malla; Deeksha Manjunath; Igor Mordatch; Ofir Nachum; Carolina Parada; Jodilyn Peralta; Emily Perez; Karl Pertsch; Jornell Quiambao; Kanishka Rao; Michael Ryoo; Grecia Salazar; Pannag Sanketi; Kevin Sayed; Jaspiar Singh; Sumedh Sontakke; Austin Stone; Clayton Tan; Huong Tran; Vincent Vanhoucke; Steve Vega; Quan Vuong; 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