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Approximate dynamic programming-based approaches for input–output data-driven control of nonlinear processes JOURNAL ARTICLE published July 2005 in Automatica |
Empirical model based control of nonlinear processes using approximate dynamic programming PROCEEDINGS ARTICLE published 2004 in Proceedings of the 2004 American Control Conference |
Input–output linearization of nonlinear systems using multivariable Legendre polynomials JOURNAL ARTICLE published February 2005 in Automatica |
Structure identification of nonlinear dynamic systems—A survey on input/output approaches JOURNAL ARTICLE published July 1990 in Automatica |
Novel iterative neural dynamic programming for data-based approximate optimal control design JOURNAL ARTICLE published July 2017 in Automatica Research funded by National Natural Science Foundation of China (51529701,61520106009,61533008,U1501251,61533017) | US National Science Foundation (ECCS 1053717,CMMI 1526835) | Beijing Natural Science Foundation (4162065) |
Linear dynamic filtering with noisy input and output JOURNAL ARTICLE published January 2005 in Automatica |
Analysis of input-to-state stability for discrete time nonlinear systems via dynamic programming JOURNAL ARTICLE published December 2005 in Automatica |
Linear approximations of nonlinear FIR systems for separable input processes JOURNAL ARTICLE published March 2005 in Automatica |
Adaptive output-feedback control of nonlinear systems with unknown nonlinearities JOURNAL ARTICLE published August 2005 in Automatica |
An approximate dynamic programming method for multi‐input multi‐output nonlinear system JOURNAL ARTICLE published January 2013 in Optimal Control Applications and Methods |
Observer Design for a Class of Multi-input Multi-output Nonlinear Systems Based on Input-output Linearization Approach JOURNAL ARTICLE published 2 March 2009 in Acta Automatica Sinica |
Data-Driven Output Feedback Optimal Control for a Class of Nonlinear Systems via Adaptive Dynamic Programming Approach: Part I-Algorithms PROCEEDINGS ARTICLE published July 2018 in 2018 37th Chinese Control Conference (CCC) |
Approximate Dynamic Programming-Based Approaches for Data-Driven Control of Hydraulic Looper System JOURNAL ARTICLE published 30 November 2012 in Journal of Convergence Information Technology |
Input–output pseudolinearization on controlled invariant submanifolds JOURNAL ARTICLE published January 2005 in Automatica |
Output tracking of constrained nonlinear processes with offset-free input-to-state stable fuzzy predictive control JOURNAL ARTICLE published April 2009 in Automatica |
Value iteration and adaptive dynamic programming for data-driven adaptive optimal control design JOURNAL ARTICLE published September 2016 in Automatica Research funded by National Science Foundation (ECCS-1230040,ECCS-1501044) |
Optimal Finite-Time Tracking Control for a Class of Unknown Nonlinear System Based on Input-Output Data PROCEEDINGS ARTICLE published May 2018 in 2018 IEEE 7th Data Driven Control and Learning Systems Conference (DDCLS) |
Stochastic iterative dynamic programming: a Monte Carlo approach to dual control JOURNAL ARTICLE published May 2005 in Automatica |
Approximate Dynamic Programming Based Parameter Optimization of Particle Swarm Systems JOURNAL ARTICLE published 30 September 2010 in Acta Automatica Sinica |
Data-driven iterative adaptive dynamic programming algorithm for approximate optimal control of unknown nonlinear systems PROCEEDINGS ARTICLE published July 2014 in 2014 International Joint Conference on Neural Networks (IJCNN) |