Regularized feature selection in reinforcement learning

DOI10.1007/s10994-015-5518-8zbMath1341.68172OpenAlexW936194328MaRDI QIDQ747290

George D. Konidaris, Dean S. Wookey

Publication date: 23 October 2015

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-015-5518-8

zbMATH Keywords

regularizationreinforcement learningfeature selectionfunction approximationlinear function approximationOMP-TD

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

• Solitary wave solutions for a coupled pair of mKdV equations
• Uniform uncertainty principle and signal recovery via regularized orthogonal matching pursuit
• Linear least-squares algorithms for temporal difference learning
• 10.1162/1532443041827907
• Matching pursuits with time-frequency dictionaries
• Convergence Results for Some Temporal Difference Methods Based on Least Squares
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