Michael Goldberg

Results: 62



#Item
11Statistics / Probability / Child development / Grasp / Reinforcement learning / Gittins index / Gaussian process / Sensitivity analysis / Monte Carlo integration / Probability distribution / Monte Carlo method / Sampling

Multi-Armed Bandit Models for 2D Grasp Planning with Uncertainty Michael Laskey1 , Jeff Mahler1 , Zoe McCarthy1 , Florian T. Pokorny1 , Sachin Patil1 , Jur van den Berg4 , Danica Kragic3 , Pieter Abbeel1 , Ken Goldberg2

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Source URL: goldberg.berkeley.edu

Language: English - Date: 2015-08-31 02:12:22
12Mathematical optimization / Systems theory / Engineering / Systems science / Control theory / Robot control / Operations research / Optimal control / Trajectory optimization / Kalman filter / Model predictive control / Quadratic programming

Scaling up Gaussian Belief Space Planning through Covariance-Free Trajectory Optimization and Automatic Differentiation Sachin Patil, Gregory Kahn, Michael Laskey, John Schulman, Ken Goldberg, Pieter Abbeel University of

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Source URL: goldberg.berkeley.edu

Language: English - Date: 2014-04-26 02:11:09
13Machine learning / Artificial intelligence / Statistics / Learning / Statistical classification / Support vector machine / Apprenticeship learning / Artificial neural network / Loss function / Motion planning / Reinforcement learning / Robotics

SHIV: Reducing Supervisor Burden in DAgger using Support Vectors for Efficient Learning from Demonstrations in High Dimensional State Spaces Michael Laskey1 , Sam Staszak1 , Wesley Yu-Shu Hsieh1 , Jeffrey Mahler1 , Flori

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Source URL: goldberg.berkeley.edu

Language: English - Date: 2016-02-18 10:52:35
14Statistics / Statistical theory / Estimator / Statistical inference / M-estimators / Convex optimization / Stochastic gradient descent / Bias of an estimator / Loss function / Data analysis / Linear regression / Generalised Hough transform

ActiveClean: Interactive Data Cleaning While Learning Convex Loss Models Sanjay Krishnan, Jiannan Wang, Eugene Wu † , Michael J. Franklin, Ken Goldberg UC Berkeley, † Columbia University {sanjaykrishnan, jnwang, fran

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Source URL: sampleclean.org

Language: English - Date: 2016-01-15 13:57:46
15

Non-Equilibrium Statistical Physics of Currents in Queuing Networks Vladimir Y. Chernyak a,b ,∗ Michael Chertkov a,c ,† David A. Goldberg a,d ,‡ and Konstantin Turitsyn a,e§ a Center for Nonlinear Studies and The

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Source URL: www2.isye.gatech.edu

Language: English - Date: 2015-03-04 10:47:04
    16

    Information-Theoretic Planning with Trajectory Optimization for Dense 3D Mapping Benjamin Charrow, Gregory Kahn, Sachin Patil, Sikang Liu, Ken Goldberg, Pieter Abbeel, Nathan Michael, Vijay Kumar Abstract—We propose an

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    Source URL: www.ieor.berkeley.edu

    Language: English - Date: 2015-05-17 14:49:01
      17Recommender systems / Psychometrics / Behavioural sciences / Psychology / Behavior / Cognitive biases / G factor / Collaborative filtering / Social psychology / Median / Rating scale / Bias

      Social Influence Bias in Recommender Systems: A Methodology for Learning, Analyzing, and Mitigating Bias in Ratings Sanjay Krishnan, Jay Patel, Michael J. Franklin, Ken Goldberg Department of Electrical Engineering and C

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      Source URL: goldberg.berkeley.edu

      Language: English - Date: 2014-05-08 10:19:57
      18Nikola Tesla / Wireless energy transfer / Electrical engineering / Energy storage / Coil / Helices / Electric motor / Inductor / Transformer / Electromagnetism / Energy / Electric power

      A Wirelessly Powered, Biologically Inspired Ambulatory Microrobot Michael Karpelson, Benjamin H. Waters, Benjamin Goldberg, Brody Mahoney, Onur Ozcan, Andrew Baisch, Pierre-Marie Meyitang, Joshua R. Smith, and Robert J.

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      Source URL: micro.seas.harvard.edu

      Language: English - Date: 2014-06-09 10:21:35
      19Darko Tresnjak / Irina Brown / Shakespeare Festival / Year of birth missing / Theatre

      Directors for the 2014 Season Michael Goldberg (Professional Company Director of Henry IV) has directed and choreographed on many of Chicago’s stages including the Goodman Theatre, Chicago Shakespeare Theatre, Court Th

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      Source URL: shakespeare.nd.edu

      Language: English - Date: 2014-12-18 15:02:19
      20Data 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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      Source URL: goldberg.berkeley.edu

      Language: English - Date: 2014-04-26 02:12:36
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