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• May

  6

  Paul Millman: Enhancing Surgical Performance through Technology and Design

  Master of Science in Robotics

  4:00 PM ITW Ford Motor Company Engineering Design Center

  EVENT DETAILS

  This talk will tell the story of the development of Intuitive Surgical's da Vinci Xi, from conception to launch, with a focus on the fundamental engineering challenges that were overcome, and the methodologies of human-centered design that were applied. The da Vinci Surgical System applies tele-robotic technology to enhance human performance—giving surgeons better vision, precision, and control. To date, surgeons have used the da Vinci Surgical System to perform minimally invasive surgery on more than three million patients worldwide. In April 2014, 15 years after the first da Vinci system hit the market, the company launched a new platform, the da Vinci Xi Surgical System, to meet the unique needs of General and Colorectal surgeons. The da Vinci Xi represents a major advance in clinical capabilities, as well as ease and efficiency of use.

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  TIME Friday, May 6, 2016 at 4:00 PM - 5:00 PM

  LOCATION ITW Ford Motor Company Engineering Design Center    map it

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  CONTACT Jarvis Schultz    jschultz@northwestern.edu EMAIL

  CALENDAR Master of Science in Robotics

• May

  3

  Russ Tedrake, MIT and Toyota Research Institute, "Dexterous Manipulation with Diffusion Policies"

  Center for Robotics and Biosystems (CRB)

  11:30 AM M416, Technological Institute

  EVENT DETAILSmore info

  

  Speaker: Russ Tedrake, Toyota Professor of EECS, Aero/Astro, ME at Massachusetts Institute of Technology and VP of Research at Toyota Research Institute

  Title: Dexterous Manipulation with Diffusion Policies

  Date and Time: Friday, May 3 at 11:30 AM CT

  Location: Tech ESAM M416 and Zoom

  Zoom Link: https://tinyurl.com/CRBSeminar

  • NU-authenticated attendees will be automatically admitted. Others, please email amy.nedoss@northwestern.edu to be admitted from the waiting room.

  Abstract:

  At the Toyota Research Institute (TRI), we've been working on behavior cloning for dexterous manipulation. Building on the Diffusion Policy framework that we've recently developed in collaboration with Shuran Song, we now have a very solid pipeline for taking ~50-100 bimanual haptic teleop demonstrations and turning that into a surprisingly effective visuomotor (+tactile) policy. Because there is no explicit state representation required, these skills work equally well manipulating deformable, liquid, or other difficult to model tasks as they do for more traditional rigid-object manipulation. We're actively scaling this up into the multi-task setting and now see a plausible path towards "Large Behavior Models". This behavior cloning pipeline is working incredibly well, and must be understood deeply in the broader context of output-feedback control. Time permitting, I'll also tell you a bit about some new results in optimization-based planning and control, and where they might fit in the age of foundation models.

  Bio:

  Russ Tedrake is the Toyota Professor at the Massachusetts Institute of Technology (MIT) in the Department of Electrical Engineering and Computer Science, Mechanical Engineering, and Aero/Astro, and he is a member of MIT’s Computer Science and Artificial Intelligence Lab (CSAIL). He is also the Vice President of Robotics Research at Toyota Research Institute (TRI). He received a B.S.E. in Computer Engineering from the University of Michigan in 1999, and a Ph.D. in Electrical Engineering and Computer Science from MIT in 2004. Dr. Tedrake is the Director of the MIT CSAIL Center for Robotics and was the leader of MIT’s entry in the DARPA Robotics Challenge. He is a recipient of the NSF CAREER Award, the MIT Jerome Saltzer Award for undergraduate teaching, the DARPA Young Faculty Award in Mathematics, the 2012 Ruth and Joel Spira Teaching Award, and was named a Microsoft Research New Faculty Fellow. His research has been recognized with numerous conference best paper awards, including ICRA, Robotics: Science and Systems, Humanoids, Hybrid Systems: Computation and Control, as well as the inaugural best paper award from the IEEE RAS Technical Committee on Whole-Body Control.

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  TIME Friday, May 3, 2024 at 11:30 AM - 12:30 PM

  LOCATION M416, Technological Institute    map it

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  CONTACT Amy Nedoss    amy.nedoss@northwestern.edu EMAIL

  CALENDAR Center for Robotics and Biosystems (CRB)