Smoothing the High Level Canonical Piecewise-Linear Model by an Exponential Approximation of its Basis-Function.
Víctor Manuel Jimenez-FernandezMaribel Jimenez-FernandezHector Vazquez-LealUriel Filobello-NiñoFrancisco Javier Gonzalez-MartinezPublished in: Computación y Sistemas (2016)
Keyphrases
- linear model
- basis functions
- high level
- set of basis functions
- linear combination
- smooth functions
- least squares
- linear approximation
- low level
- regression model
- linear models
- radial basis function
- state space
- linear transformation
- nonlinear models
- lookup tables
- regression trees
- feed forward neural networks
- additive model
- factored mdps
- computer vision
- linear transformations
- reinforcement learning
- semi parametric
- activation function
- multi layer
- neural network