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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… 
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Papers overview

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2018
2018
This chapter presents the fundamental theories of least-squares function approximation and least-squares adaptive control of… 
2017
2017
We present a distributed, decentralized method for coordinated scheduling of charge/discharge intervals of storage capacities in… 
2011
2011
Nonlinear stochastic optimal control problems are fundamental in control theory. A general class of such problems can be reduced… 
Highly Cited
1996
Highly Cited
1996
We introduce two new temporal difference (TD) algorithms based on the theory of linear least-squares function approximation. We…