MRAC for unknown discrete-time nonlinear systems based on supervised neural dynamic programming

Identification and control of dynamical systems using neural networks

Kumpati S. Narendra, K. Parthasarathy · IEEE Transactions on Neural Networks · 1990 · 8K citations

Computing, Computer Science, Artificial Intelligence +16

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

Zhongsheng Hou, Zhuo Wang · Information Sciences · 2012 · 1.3K citations

Engineering, Systems Engineering, Automation +13

Sliding-Mode Control for Systems With Mismatched Uncertainties via a Disturbance Observer

Jun Yang, Shihua Li, Xinghuo Yu · IEEE Transactions on Industrial Electronics · 2012 · 1.3K citations · Full text

Engineering, Manufacturing Engineering, Actuators +12

Stochastic choice of basis functions in adaptive function approximation and the functional-link net

B. Igelnik, Yoh‐Han Pao · IEEE Transactions on Neural Networks · 1995 · 957 citations

Computing, Computational Engineering, Information Theory +16

Online learning control by association and reinforcement

Yu-tsung Wang · IEEE Transactions on Neural Networks · 2001 · 776 citations

Computing, Autonomous Systems, Machine Learning +15