Least-Squares Methods in Reinforcement Learning for Control Michail G. Lagoudakis1 , Ronald Parr1 , and Michael L. Littman2 1 2

Source URL: www.cs.duke.edu

Non-linear Least Squares • In general we are not lucky enough to have a linear problem. In this case: • First, we check whether it is equivalent to a linear problem.

Source URL: www.cs.tut.fi

Satz 5.2: Es gibt immer eine KA-Gerade, die durch zwei Datenpunkte exakt hindurchgeht Beweis: Branham, R. L., Jr., "Alternatives to least squares“, Astronomical Journal 87, 1982, S

Source URL: www.statistik.tu-dortmund.de

TECHNICAL APPENDIX FOR GENERALIZED LEAST SQUARES INFERENCE IN PANEL AND MULTILEVEL MODELS WITH SERIAL CORRELATION AND FIXED EFFECTS CHRISTIAN B. HANSEN Let

Source URL: faculty.chicagobooth.edu

Chapter 8: Least squares (beginning of chapter) Least Squares • So far, we have been trying to determine an estimator which was unbiased and had minimum variance.

Source URL: www.cs.tut.fi

This is page 1 Printer: Opaque this Optical Flow Estimation David J. Fleet, Yair Weiss ABSTRACT This chapter provides a tutorial introduction to gradientbased optical flow estimation. We discuss least-squares and robust

Source URL: web.cs.hacettepe.edu.tr

New Subsampling Algorithms for Fast Least Squares Regression Paramveer S. Dhillon1 Yichao Lu2 Dean Foster2 Lyle Ungar1 1

Source URL: www.pdhillon.com

• Parametric statistics
• Probability theory
• Multivariate statistics
• Randomized algorithm
• Ordinary least squares
• Linear regression
• Multivariate random variable
• Variance
• Algorithm
• Statistics
• Estimation theory
• Regression analysis

Microsoft Word - Accuracy_Report_Kazakhstan_20060120 tvb.doc

Source URL: www.povertytools.org

• Estimation theory
• Parametric statistics
• Ordinary least squares
• Sampling
• Kazakhstan
• Statistics
• Econometrics
• Regression analysis

Stochastic Characterization of Traction on Granular Terrain J. Williams1 , B. Frank2 , W. Burgard2 , and J.C. Trinkle1 Abstract— Mobile robots traversing disaster sites, extraterrestrial landscapes, and other outdoor e

Source URL: www.cs.rpi.edu

• Force
• Mechanical engineering
• Friction
• Tribology
• Statistical model
• Traction control system
• Least squares
• Contact mechanics
• Regression analysis
• Physics
• Statistics
• Science

Estimating Nonseparable Models with Mismeasured Endogenous Variables∗ Suyong Song† UW-Milwaukee Susanne M. Schennach‡

Source URL: qeconomics.org

• Regression analysis
• Instrumental variable
• Endogeneity
• Normal distribution
• Correlation and dependence
• Least squares
• Statistics
• Econometrics
• Economics