Regularized feature selection in reinforcement learning
type: Item
instance of: scholarly article
title: Regularized feature selection in reinforcement learning
zbMATH Open document ID: 1341.68172
author: Dean S. Wookey
author: George D. Konidaris
published in: Machine Learning
publication date: 2015-10-23T00:00:00Z
Mathematics Subject Classification ID: 68T05
zbMATH DE Number: 6497638
zbMATH Keywords: feature selection
zbMATH Keywords: reinforcement learning
zbMATH Keywords: function approximation
zbMATH Keywords: regularization
zbMATH Keywords: linear function approximation
zbMATH Keywords: OMP-TD
MaRDI profile type: Publication
full work available at URL: s10994-015-5518-8
OpenAlex ID: W936194328
cites work: Linear least-squares algorithms for temporal difference learning
cites work: Convergence Results for Some Temporal Difference Methods Based on Least Squares
cites work: Q3093261
cites work: 10.1162/1532443041827907
cites work: Uniform uncertainty principle and signal recovery via regularized orthogonal matching pursuit
cites work: Solitary wave solutions for a coupled pair of mKdV equations
cites work: Q3174155
cites work: Matching pursuits with time-frequency dictionaries
cites work: Q4302491
cites work: Q3996207
DOI: 10.1007/S10994-015-5518-8
Recommended article: Using reinforcement learning to find an optimal set of features
Recommended article: Model selection in reinforcement learning
Recommended article: Choquet Regularization for Continuous-Time Reinforcement Learning
description: scientific article; zbMATH DE number 6497638