Memory-based neural networks for robot learning

[1]  Stefan Schaal,et al.  Assessing the Quality of Learned Local Models , 1993, NIPS.

[2]  Armando Freitas da Rocha,et al.  Neural Nets , 1992, Lecture Notes in Computer Science.

[3]  Donald F. Specht,et al.  A general regression neural network , 1991, IEEE Trans. Neural Networks.

[4]  Belur V. Dasarathy,et al.  Nearest neighbor (NN) norms: NN pattern classification techniques , 1991 .

[5]  Hiroshi Noborio,et al.  Hierarchical Data Structure in Memory-Based Control of Robots , 1990, Proceedings of the IEEE International Workshop on Intelligent Motion Control.

[6]  Sadao Kawamura,et al.  Memory-based control for recognition of motion environment and planning of effective locomotion , 1990, EEE International Workshop on Intelligent Robots and Systems, Towards a New Frontier of Applications.

[7]  C. Chui,et al.  Approximation Theory VI , 1990 .

[8]  B. Anderson,et al.  Optimal control: linear quadratic methods , 1990 .

[9]  J. L. Hodges,et al.  Discriminatory Analysis - Nonparametric Discrimination: Consistency Properties , 1989 .

[10]  David E. Rumelhart,et al.  Product Units: A Computationally Powerful and Biologically Plausible Extension to Backpropagation Networks , 1989, Neural Computation.

[11]  J. Doyne Farmer,et al.  Exploiting Chaos to Predict the Future and Reduce Noise , 1989 .

[12]  M. C. Jones,et al.  Spline Smoothing and Nonparametric Regression. , 1989 .

[13]  W. Cleveland,et al.  Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting , 1988 .

[14]  W. Cleveland,et al.  Regression by local fitting: Methods, properties, and computational algorithms , 1988 .

[15]  Michael F. Shlesinger,et al.  Dynamic patterns in complex systems , 1988 .

[16]  Barak A. Pearlmutter,et al.  Using a neural network to learn the dynamics of the CMU Direct-Drive Arm II , 1988 .

[17]  David L. Waltz,et al.  Applications of the Connection Machine , 1990, Computer.

[18]  Filson H. Glanz,et al.  Application of a General Learning Algorithm to the Control of Robotic Manipulators , 1987 .

[19]  C. Jennison,et al.  Robust Statistics: The Approach Based on Influence Functions , 1987 .

[20]  H. Müller Weighted Local Regression and Kernel Methods for Nonparametric Curve Fitting , 1987 .

[21]  J. Mason,et al.  Algorithms for approximation , 1987 .

[22]  R. Farwig Multivariate interpolation of scattered data by moving least squares methods , 1987 .

[23]  David L. Waltz,et al.  Toward memory-based reasoning , 1986, CACM.

[24]  R. H. Myers Classical and modern regression with applications , 1986 .

[25]  Werner A. Stahel,et al.  Robust Statistics: The Approach Based on Influence Functions , 1987 .

[26]  P. Lancaster Curve and surface fitting , 1986 .

[27]  W. Daniel Hillis,et al.  The connection machine , 1985 .

[28]  P. Cheng Strong consistency of nearest neighbor regression function estimators , 1984 .

[29]  Ker-Chau Li Consistency for Cross-Validated Nearest Neighbor Estimates in Nonparametric Regression , 1984 .

[30]  R. Barnhill,et al.  Properties of Shepard's surfaces , 1983 .

[31]  C. J. Stone,et al.  Optimal Global Rates of Convergence for Nonparametric Regression , 1982 .

[32]  R. Franke Scattered data interpolation: tests of some methods , 1982 .

[33]  L. Devroye On the Almost Everywhere Convergence of Nonparametric Regression Function Estimates , 1981 .

[34]  P. Lancaster,et al.  Surfaces generated by moving least squares methods , 1981 .

[35]  John E. Dennis,et al.  An Adaptive Nonlinear Least-Squares Algorithm , 1977, TOMS.

[36]  Richard Franke,et al.  Smooth interpolation of large sets of scattered data , 1980 .

[37]  Jorge J. Moré,et al.  User Guide for Minpack-1 , 1980 .

[38]  K. Brodlie Mathematical Methods in Computer Graphics and Design , 1980 .

[39]  W. Cleveland Robust Locally Weighted Regression and Smoothing Scatterplots , 1979 .

[40]  B. Sahney Polynomial and Spline Approximation , 1979 .

[41]  P. Lancaster Moving Weighted Least-Squares Methods , 1979 .

[42]  W. J. Gordon,et al.  Shepard’s method of “metric interpolation” to bivariate and multivariate interpolation , 1978 .

[43]  C. J. Stone,et al.  Consistent Nonparametric Regression , 1977 .

[44]  Jon Louis Bentley,et al.  An Algorithm for Finding Best Matches in Logarithmic Expected Time , 1976, TOMS.

[45]  G. Seber Linear regression analysis , 1977 .

[46]  Robert E. Barnhill,et al.  Representation and Approximation of Surfaces , 1977 .

[47]  James S. Albus,et al.  Data Storage in the Cerebellar Model Articulation Controller (CMAC) , 1975 .

[48]  James S. Albus,et al.  New Approach to Manipulator Control: The Cerebellar Model Articulation Controller (CMAC)1 , 1975 .

[49]  D. H. McLain,et al.  Drawing Contours from Arbitrary Data Points , 1974, Comput. J..

[50]  G. D. Lodwick,et al.  A Technique for Automatic Contouring Field Survey Data , 1971, Australian Computer Journal.

[51]  R. F. Walters Contouring by Machine: A User's Guide , 1969 .

[52]  C. Pelto,et al.  AUTOMATIC CONTOURING OF IRREGULARLY SPACED DATA , 1968 .

[53]  Thomas M. Cover,et al.  Estimation by the nearest neighbor rule , 1968, IEEE Trans. Inf. Theory.

[54]  I. K Crain,et al.  Treatment of non-equispaced two-dimensional data with a digital computer , 1967 .

[55]  Bernard Widrow,et al.  A Critical Comparison of Two Kinds of Adaptive Classification Networks , 1965, IEEE Trans. Electron. Comput..

[56]  G. S. Watson,et al.  Smooth regression analysis , 1964 .

[57]  Karl Steinbuch,et al.  Learning Matrices and Their Applications , 1963, IEEE Trans. Electron. Comput..

[58]  Karl Steinbuch,et al.  Adaptive Systems in Pattern Recognition , 1963, IEEE Trans. Electron. Comput..

[59]  山口 楠雄,et al.  Pattern Recognition by Means of Automatic Analogue Apparatus , 1960 .

[60]  W. K. Taylor Pattern recognition by means of automatic analogue apparatus , 1959 .

[61]  J. L. Hodges,et al.  Discriminatory Analysis - Nonparametric Discrimination: Small Sample Performance , 1952 .

[62]  Frederick Robertson Macaulay,et al.  The Smoothing of Time Series , 1931 .

[63]  Edmund Taylor Whittaker,et al.  The Calculus of Observations. , 1924 .

[64]  Catherine W. M. Sherriff,et al.  XIII.—On a Class of Graduation Formulæ , 2022 .