S
Sichun Xu
Researcher at Stanford University
Publications - 4
Citations - 506
Sichun Xu is an academic researcher from Stanford University. The author has contributed to research in topics: Web modeling & Dynamic web page. The author has an hindex of 2, co-authored 2 publications receiving 29 citations.
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Proceedings Article
Do As I Can, Not As I Say: Grounding Language in Robotic Affordances
Michael Ahn,Anthony Brohan,Noah Brown,Yevgen Chebotar,Omar Cortes,Byron David,Chelsea Finn,K. Gopalakrishnan,Karol Hausman,Alexander Herzog,Daniel Ho,Jasmine Hsu,Julian Ibarz,Brian Ichter,Alex Irpan,Eric Jang,Rosario Jauregui Ruano,Kyle Jeffrey,Sally Jesmonth,N. J. Joshi,Ryan Julian,Dmitry Kalashnikov,Yuheng Kuang,Kuang-Huei Lee,Sergey Levine,Yao Lu,Linda Luu,Carolina Parada,Peter Pastor,Jornell Quiambao,Kanishka Rao,Jarek Rettinghouse,D. Reyes,Pierre Sermanet,Nicolas Sievers,Clayton Tan,Alexander Toshev,Vincent Vanhoucke,Fei Xia,Ted Xiao,Peng Xu,Sichun Xu,Mengyuan Yan +42 more
TL;DR: It is shown how low-level skills can be combined with large language models so that the language model provides high-level knowledge about the procedures for performing complex and temporally extended instructions, while value functions associated with these skills provide the grounding necessary to connect this knowledge to a particular physical environment.
Journal ArticleDOI
RT-1: Robotics Transformer for Real-World Control at Scale
Anthony Brohan,Noah Brown,Justice Carbajal,Yevgen Chebotar,Joseph Dabis,Chelsea Finn,K. Gopalakrishnan,Karol Hausman,Alexander 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,D. Manjunath,Igor Mordatch,Ofir Nachum,Carolina Parada,Jodilyn Peralta,Emily Perez,Karl Pertsch,Jornell Quiambao,Kanishka Rao,Michael S. Ryoo,Grecia Salazar,Pannag Raghunath Sanketi,Kevin Sayed,Jaspiar Singh,Sumedh Anand 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 +50 more
TL;DR: In this article , the authors present a model class, dubbed Robotics Transformer, that exhibits promising scalable model properties and verify their conclusions in a study of different model classes and their ability to generalize as a function of the data size, model size and data diversity based on a large-scale data collection on real robots performing real-world tasks.
Proceedings ArticleDOI
OntoWebber: a novel approach for managing data on the Web
TL;DR: The architecture of the OntoWebber system, a system for managing data on the Web with formally encoded semantics, is presented and the major components of the system are demonstrated.
Book ChapterDOI
Managing Web Sites with OntoWebber
TL;DR: This paper presents the architecture and demonstrates the major components of the Onto Webber system, a system for creating and managing data-intensive Web sites based on a domain ontology and a site modeling ontology.