Abstract
Algorithm ELF is a nonlinear function approximator that constructs features as necessary while it updates its representation of the function that it is learning to approximate. Feature construction is guided by representational inadequacy that is associated with particular values of the base-level variables. The features have a logical form, making them easy to interpret.
Cite
CITATION STYLE
APA
Utgoff, P. E., & Precup, D. (1998). Constructive Function Approximation. In Feature Extraction, Construction and Selection (pp. 219–235). Springer US. https://doi.org/10.1007/978-1-4615-5725-8_14
Register to see more suggestions
Mendeley helps you to discover research relevant for your work.
Already have an account? Sign in
Sign up for free