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Data analysis / Machine learning / Robot control / Linear regression / Kinematics / Errors and residuals in statistics / Regularization / Robotics / Robot / Statistics / Regression analysis / Econometrics


Learning Accurate Kinematic Control of Cable-Driven Surgical Robots Using Data Cleaning and Gaussian Process Regression Jeffrey Mahler1 , Sanjay Krishnan1 , Michael Laskey1 , Siddarth Sen1 , Adithyavairavan Murali1 , Ben
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Document Date: 2014-04-26 02:12:36


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City

Nicosia / Minneapolis / A. Tornamb / /

Company

Robotic Systems / Neural Networks / MIT Press / Computer Sciences / Baxter / Pearson / Human-Robot Collaborative Systems / Intel / Vinci / /

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Event

Product Issues / /

Facility

UC Berkeley Center / Link¨oping University / /

IndustryTerm

offline and online parameter estimation / surgical tools / motion planning algorithm / elastic joint systems / vision applications / non-linear automation systems / non-linear systems / online model learning / industrial automation systems / nonlinear systems / i7 processor / automation systems / /

OperatingSystem

Mac OS X / /

Organization

Cambridge university / Division of Automatic Control and Communication Systems / MIT / U.S. National Science Foundation / Department of Mechanical Engineering / Link¨oping University / Department of Electrical Engineering and Computer Sciences / Department of Industrial Engineering and Operations Research / UC Berkeley Center for Information Technology / /

Person

J. Binney / S. Kosari / H. H. King / M. Kalakrishnan / D. C. Friedman / J. Kelly / G. Sukhatme / S. Schaal / Kan Anant / J. Ma / L. Righetti / Hawkeye King / P. Roan / Evan Chang-Siu / Ji Ma / L. White / Greg Hager / S. Ramadurai / Blake Hannaford / Jacob Rosen / L. Cheng / E. Naerum / D. Glozman / H. Chizeck / B. Hannaford / /

Position

model the state-dependent relationship / RT / imprecise native controller / slack-free controller / high-level controller / learning controller / previously learned controller / native controller / Controller / King / /

Product

PhaseSpace LED / Raven surgical robot system / Raven / tissue / /

ProgrammingLanguage

R / /

PublishedMedium

The International Journal / Machine Learning / Communications of the ACM / The Journal of Machine Learning Research / /

Technology

Information Technology / Machine Learning / i7 processor / neural network / motion planning algorithm / simulation / /

URL

http /

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