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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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Related topics
Related topics
2 relations
Broader (2)
Approximation theory
Least squares
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2018
2018
Function Approximation and Adaptive Control with Unstructured Uncertainty
N. Nguyen
2018
Corpus ID: 126302059
This chapter presents the fundamental theories of least-squares function approximation and least-squares adaptive control of…
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2017
2017
Consensus based scheduling of storage capacities in a virtual microgrid
R. Brehm
,
Søren Top
,
S. Mátéfi-Tempfli
2017
Corpus ID: 55821907
We present a distributed, decentralized method for coordinated scheduling of charge/discharge intervals of storage capacities in…
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2011
2011
Moving least-squares approximations for linearly-solvable stochastic optimal control problems
Mingyuan Zhong
,
E. Todorov
2011
Corpus ID: 17200965
Nonlinear stochastic optimal control problems are fundamental in control theory. A general class of such problems can be reduced…
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Highly Cited
1996
Highly Cited
1996
Linear Least-Squares Algorithms for Temporal Difference Learning
S. Bradtke
,
A. Barto
Machine Learning
1996
Corpus ID: 20327856
We introduce two new temporal difference (TD) algorithms based on the theory of linear least-squares function approximation. We…
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