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From model-based control to data-driven control: Survey, classification and perspective

Information Sciences · 2012 · Vol. 235 · pp. 3–35
Zhongsheng HouZhuo Wang
Advanced Control Systems OptimizationControl Systems and IdentificationIterative Learning Control SystemsPerspective (graphical)Computer scienceControl (management)Data scienceManagement scienceData miningArtificial intelligenceEngineering
Citations
1,321
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40.34
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185
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References
Q-learning
Machine Learning · 1992 · 8,916 citations
Technical Note: Q-Learning
Machine Learning · 1992 · 3,640 citations
Data-Driven Model-Free Adaptive Control for a Class of MIMO Nonlinear Discrete-Time Systems
IEEE Transactions on Neural Networks · 2011 · 650 citations
Multivariate stochastic approximation using a simultaneous perturbation gradient approximation
IEEE Transactions on Automatic Control · 1992 · 2,241 citations
Instance-Based Learning Algorithms
Machine Learning · 1991 · 4,094 citations
Instance-based learning algorithms
Machine Learning · 1991 · 2,904 citations
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