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Least-squares function approximation

Known as: Least squares (function approximation), Least squares (function fitting) 
In mathematics, the idea of least squares can be applied to approximating a given function by a weighted sum of other functions. The best… Expand
Wikipedia

Related topics

Related topics

2 relations

Broader (2)

Approximation theoryLeast squares

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2018
2018
Function Approximation and Adaptive Control with Unstructured Uncertainty
This chapter presents the fundamental theories of least-squares function approximation and least-squares adaptive control of… Expand
2017
2017
Consensus based scheduling of storage capacities in a virtual microgrid
We present a distributed, decentralized method for coordinated scheduling of charge/discharge intervals of storage capacities in… Expand
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2011
2011
Moving least-squares approximations for linearly-solvable stochastic optimal control problems
Nonlinear stochastic optimal control problems are fundamental in control theory. A general class of such problems can be reduced… Expand
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Highly Cited
1996
Highly Cited
1996
Linear Least-Squares Algorithms for Temporal Difference Learning
We introduce two new temporal difference (TD) algorithms based on the theory of linear least-squares function approximation. We… Expand
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