Asympototic stability of two-dimensional digital filters with overflow nonlinearities. - Derong Liu 001; Anthony N. Michel (ISCAS, 1993)

Analysis and synthesis of a class of neural networks with sparse interconnections. - Derong Liu 001; Anthony N. Michel (ISCAS, 1993)

Sparsely Interconnected Artificial Neural Networks for Associative Memories. - Derong Liu 001; Anthony N. Michel (IWANN, 1993)

Necessary and sufficient conditions for the Hurwitz and Schur stability of interval matrices. - Kaining Wang; Anthony N. Michel; Derong Liu 001 (IEEE Trans. Autom. Control., 1994)

Qualitative Limitations Incurred in the Implementation Process of Artificial Feedback Neural Networks. - Anthony N. Michel; Kaining Wang; Derong Liu 001; Hui Ye (EUROSIM, 1995)

Robustness analysis and design of a class of neural networks with sparse interconnecting structure. - Derong Liu 001; Anthony N. Michel (Neurocomputing, 1996)

Theory and applications of sparsely interconnected feedback neural networks. - Anthony N. Michel; Derong Liu 001 (Neural Parallel Sci. Comput., 1996)

Correction to "Necessary and Sufficient Conditions for the Hurwitz and Schur Stability of Interval M. - Kaining Wang; Anthony N. Michel; Derong Liu 001 (IEEE Trans. Autom. Control., 1996)

Associative memory design via perceptron learning. - Derong Liu 001; Zanjun Lu (ICNN, 1997)

A new synthesis approach for feedback neural networks based on the perceptron training algorithm. - Derong Liu 001; Zanjun Lu (IEEE Trans. Neural Networks, 1997)

An adaptive critic approach for self-learning stock trading. - Derong Liu 001; Yan Kong; Edward G. Luxford (CIFEr, 1999)

Design of bidirectional associative memories based on the perceptron training technique. - Ismail Salih; Stanley H. Smith; Derong Liu 001 (ISCAS (5), 1999)

Solving the N-bit parity problem using neural networks. - Myron E. Hohil; Derong Liu 001; Stanley H. Smith (Neural Networks, 1999)

A new traffic model for MPEG encoded videos in ATM networks. - Derong Liu 001; Endre I. Sára (ICCCN, 2000)

Synthesis of fractional gaussian noise using linear approximation for generating self-similar network traffic. - Sergio Ledesma; Derong Liu 001 (Comput. Commun. Rev., 2000)

Synthesis approach for bidirectional associative memories based on the perceptron training algorithm. - Ismail Salih; Stanley H. Smith; Derong Liu 001 (Neurocomputing, 2000)

Neural network-based model reference adaptive control system. - H. Daniel Patiño; Derong Liu 001 (IEEE Trans. Syst. Man Cybern. Part B, 2000)

Applications of robust stability results to the analysis of multidimensional discrete-time systems. - Derong Liu 001; Alexander Molchanov (CDC, 2001)

Necessary and sufficient conditions for robust absolute stability of time-varying nonlinear continuous-time systems. - Alexander Molchanov; Derong Liu 001 (CDC, 2001)

A heuristic approach for measurement-based admission control with variable-size window. - Derong Liu 001; Ying Cai (GLOBECOM, 2001)

Robust stability of a class of nonlinear time-varying discrete systems. - Derong Liu 001; Alexander Molchanov (ISCAS (3), 2001)

Nested auto-regressive processes for MPEG-encoded video traffic modeling. - Derong Liu 001; Endre I. Sára; Wei Sun (IEEE Trans. Circuits Syst. Video Technol., 2001)

Call admission control algorithms for DS-CDMA cellular networks supporting multimedia services. - Derong Liu 001; Yi Zhang (ICME (1), 2002)

Criteria for asymptotic stability of a class of discrete systems with multiple independent variables. - Alexander Molchanov; Derong Liu 001 (ISCAS (1), 2002)

Criteria for robust absolute stability of time-varying nonlinear continuous-time systems. - Derong Liu 001; Alexander Molchanov (Autom., 2002)

N-bit parity neural networks: new solutions based on linear programming. - Derong Liu 001; Myron E. Hohil; Stanley H. Smith (Neurocomputing, 2002)

Call admission control for CDMA cellular networks using adaptive critic designs. - Yi Zhang; Derong Liu 001 (ISIC, 2003)

A self-learning adaptive critic approach for call admission control in wireless cellular networks. - Derong Liu 001; Yi Zhang (ICC, 2003)

New results on exponential periodicity of delayed neural networks. - Changyin Sun 001; Derong Liu 001; Chun-Bo Feng (IJCNN, 2003)

Output convergence analysis of continuous-time recurrent neural networks. - Derong Liu 001; Sanqing Hu (ISCAS (3), 2003)

Fuzzy control: K. M. Passino and S. Yurkovich; 1998 Addison Wesley Longman, Inc., ISBN 0-201-18074-X. - Derong Liu 001; Huaguang Zhang (Autom., 2003)

Neural network modeling and adaptive critic control of automotive fuel-injection systems. - Olesia Kovalenko; Derong Liu 001; Hossein Javaherian (ISIC, 2004)

Adaptive critic learning techniques for automotive engine control. - Hossein Javaherian; Derong Liu 001; Yi Zhang; Olesia Kovalenko (ACC, 2004)

Fuzzy hyperbolic H∞ filter design for a class of nonlinear continuous-time dynamic systems. - Shuxian Lun; Huaguang Zhang; Derong Liu 001 (CDC, 2004)

Anticontrol of the fuzzy hyperbolic model. - Zhiliang Wang; Huaguang Zhang; Derong Liu 001 (CDC, 2004)

Applications of fuzzy decision-making in pipeline leak localization. - Jian Feng 001; Huaguang Zhang; Derong Liu 001 (FUZZ-IEEE, 2004)

Roughness of fuzzy sets based on two new operators. - Hongli Liang; Huaguang Zhang; Derong Liu 001 (FUZZ-IEEE, 2004)

A generalized fuzzy hyperbolic modeling and control scheme. - Mingjun Zhang; Huaguang Zhang; Derong Liu 001 (FUZZ-IEEE, 2004)

A new condition for the global robust exponential periodicity of interval neural networks with delays. - Changyin Sun 001; Derong Liu 001; Chun-Bo Feng (IJCNN, 2004)

Sequential blind extraction of mixed source signals with guaranteed convergence. - Derong Liu 001; Sanqing Hu (ISCAS (5), 2004)

A novel modulation and demodulation technique for the downlink of spread spectrum multipath channels. - Hossein Zare; Derong Liu 001 (IEEE Commun. Lett., 2004)

Chaotifying Fuzzy Hyperbolic Model Using Adaptive Inverse Optimal Control Approach. - Huaguang Zhang; Zhiliang Wang; Derong Liu 001 (Int. J. Bifurc. Chaos, 2004)

Two new operators in rough set theory with applications to fuzzy sets. - Huaguang Zhang; Hongli Liang; Derong Liu 001 (Inf. Sci., 2004)

Global output convergence of a class of continuous-time recurrent neural networks with time-varying thresholds. - Derong Liu 001; Sanqing Hu; Jun Wang 002 (IEEE Trans. Circuits Syst. II Express Briefs, 2004)

Call Admission Policies Based on Calculated Power Control Setpoints in SIR-Based Power-Controlled DS-CDMA Cellular Networks. - Derong Liu 001; Yi Zhang; Sanqing Hu (Wirel. Networks, 2004)

Fuzzy H-Infinity Filtering of Discrete-Time Nonlinear Systems with Multiple Time Delays. - Shuxian Lun; Huaguang Zhang; Derong Liu 001 (ISIC, 2005)

An Orthogonal Array Optimization for the Economic Dispatch with Nonsmooth Cost Functions. - Ying Cai; Derong Liu 001 (CDC/ECC, 2005)

Robust Adaptive Fuzzy Output Control for Nonlinear Uncertain Systems. - Mingjun Zhang; Huaguang Zhang; Derong Liu 001 (CDC/ECC, 2005)

A self-organizing neural network approach for the identification of motifs with insertions and deletions in protein sequences. - Xiaoxu Xiong; Derong Liu 001; Huaguang Zhang (IJCNN, 2005)

Gradient-based methods for simultaneous blind separation of mixed source signals. - Sanqing Hu; Derong Liu 001; Huaguang Zhang (ISCAS (6), 2005)

Chaotification of nonlinear systems described by the fuzzy hyperbolic model. - Zhiliang Wang; Huaguang Zhang; Derong Liu 001 (ISCAS (4), 2005)

Stability analysis for switched systems with continuous-time and discrete-time subsystems: a Lie algebraic approach. - Guisheng Zhai; Derong Liu 001; Joe Imae; Tomoaki Kobayashi (ISCAS (4), 2005)

Robust Stability Analysis of a Class of Hopfield Neural Networks with Multiple Delays. - Huaguang Zhang; Ce Ji; Derong Liu 001 (ISNN (1), 2005)

Exponential Stability Analysis of Neural Networks with Multiple Time Delays. - Huaguang Zhang; Zhanshan Wang; Derong Liu 001 (ISNN (1), 2005)

Chaotifying Fuzzy Hyperbolic Model Using impulsive and Nonlinear Feedback Control Approaches. - Huaguang Zhang; Zhiliang Wang; Derong Liu 001 (Int. J. Bifurc. Chaos, 2005)

On the global output convergence of a class of recurrent neural networks with time-varying inputs. - Sanqing Hu; Derong Liu 001 (Neural Networks, 2005)

Identification of motifs with insertions and deletions in protein sequences using self-organizing neural networks. - Derong Liu 001; Xiaoxu Xiong; Zeng-Guang Hou; Bhaskar DasGupta (Neural Networks, 2005)

A self-learning call admission control scheme for CDMA cellular networks. - Derong Liu 001; Yi Zhang; Huaguang Zhang (IEEE Trans. Neural Networks, 2005)

Multiuser detection using the Taguchi method for DS-CDMA systems. - Ying Cai; Derong Liu 001 (IEEE Trans. Wirel. Commun., 2005)

Decentralized H-infinity Control of Fuzzy Large-scale Systems. - Xinrui Liu; Huaguang Zhang; Derong Liu 001 (FUZZ-IEEE, 2006)

Automotive Engine Torque and Air-Fuel Ratio Control Using Dual Heuristic Dynamic Programming. - Hossein Javaherian; Derong Liu 001; Olesia Kovalenko (IJCNN, 2006)

Sequential blind extraction of instantaneous mixtures with arbitrary rank. - Sanqing Hu; Derong Liu 001; Jun Wang 002 (ISCAS, 2006)

Global exponential stability of generalized neural networks with time-varying delays. - Gang Wang 026; Huaguang Zhang; Derong Liu 001 (ISCAS, 2006)

A New Fuzzy Identification Method Based on Adaptive Critic Designs. - Huaguang Zhang; Yanhong Luo; Derong Liu 001 (ISNN (1), 2006)

Simultaneous Blind Separation of Instantaneous Mixtures With Arbitrary Rank. - Derong Liu 001; Sanqing Hu; Huaguang Zhang (IEEE Trans. Circuits Syst. I Regul. Pap., 2006)

Lie algebraic stability analysis for switched systems with continuous-time and discrete-time subsystems. - Guisheng Zhai; Derong Liu 001; Joe Imae; Tomoaki Kobayashi (IEEE Trans. Circuits Syst. II Express Briefs, 2006)

Motif discoveries in unaligned molecular sequences using self-organizing neural networks. - Derong Liu 001; Xiaoxu Xiong; Bhaskar DasGupta; Huaguang Zhang (IEEE Trans. Neural Networks, 2006)

Advances in Computational Intelligence - Theory and Applications - Fei-Yue Wang 001; Derong Liu 001 (WorldScientific, 2006)

Clustering with a Weighted Sum Validity Function Using a Niching PSO Algorithm. - Changyin Sun 001; Hua Liang; Linfeng Li; Derong Liu 001 (ICNSC, 2007)

Wavelet Basis Function Neural Networks. - Ning Jin; Derong Liu 001; Zhongyu Pang; Ting Huang (IJCNN, 2007)

Temperature Control in Precalcinator with Dual Heuristic Dynamic Programming. - Xiaofeng Lin 002; Zhigang Zhang; Derong Liu 001 (IJCNN, 2007)

Neural Network Strategy for Sampling of Particle Filters on the Tracking Problem. - Zhongyu Pang; Derong Liu 001; Ning Jin; Zhuo Wang 003 (IJCNN, 2007)

Global Asymptotic Stability of Recurrent Neural Networks with Time Varying Delays. - Huanxin Guan; Huaguang Zhang; Zhanshan Wang; Derong Liu 001 (ISCAS, 2007)

A Brief Overview of the Complex Biological and Engineering Networks. - Jinhu Lu; Derong Liu 001 (ISCAS, 2007)

Classification of Obstructive Sleep Apnea by Neural Networks. - Zhongyu Pang; Derong Liu 001; Stephen R. Lloyd (ISNN (2), 2007)

On-Line Learning Control for Discrete Nonlinear Systems Via an Improved ADDHP Method. - Huaguang Zhang; Qinglai Wei; Derong Liu 001 (ISNN (1), 2007)

Extended Lie Algebraic Stability Analysis for Switched Systems with Continuous-Time and Discrete-Time Subsystems. - Guisheng Zhai; Xuping Xu; Hai Lin 002; Derong Liu 001 (Int. J. Appl. Math. Comput. Sci., 2007)

Two approximation methods to synthesize the power spectrum of fractional Gaussian noise. - Sergio Ledesma; Derong Liu 001; Donato Hernández (Comput. Stat. Data Anal., 2007)

A multipath interference cancellation technique for WCDMA downlink receivers. - Derong Liu 001; Hossein Zare (Int. J. Commun. Syst., 2007)

Robust Exponential Stability of Recurrent Neural Networks With Multiple Time-Varying Delays. - Huaguang Zhang; Zhanshan Wang; Derong Liu 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2007)

Fuzzy H∞ Filter Design for a Class of Nonlinear Discrete-Time Systems With Multiple Time Delays. - Huaguang Zhang; Shuxian Lun; Derong Liu 001 (IEEE Trans. Fuzzy Syst., 2007)

Guest Editorial: Networking, Sensing, and Control for Networked Control Systems: Architectures, Algorithms, and Applications. - Fei-Yue Wang 001; Derong Liu 001; Simon X. Yang; Li Li 013 (IEEE Trans. Syst. Man Cybern. Part C, 2007)

Neural Networks. - Hava T. Siegelmann; Bhaskar DasGupta; Derong Liu 001 (Handbook of Approximation Algorithms and Metaheuristics, 2007)

Multi-Agent Based Adaptive Consensus Control for Multiple Manipulators with Kinematic Uncertainties. - Long Cheng 001; Zeng-Guang Hou; Min Tan 001; Derong Liu 001; An-Min Zou (ISIC, 2008)

Discrete-Time ε-Adaptive Dynamic Programming Algorithm Using Neural Networks. - Ning Jin; Derong Liu 001 (ISIC, 2008)

Epileptic Seizures Predicted by Modified Particle Filters. - Derong Liu 001; Zhongyu Pang (ICNSC, 2008)

Dual Heuristic Programming Based Neurocontroller for Vibration Isolation Control. - Jia Ma; Tao Yang 011; Zeng-Guang Hou; Min Tan 001; Derong Liu 001 (ICNSC, 2008)

The consensus protocol for multi-agent systems based on the algebraic connectivity. - Fuxiao Tan; Xinping Guan; Derong Liu 001 (ICNSC, 2008)

e-Adaptive Dynamic Programming for discrete-time systems. - Derong Liu 001; Ning Jin (IJCNN, 2008)

ADHDP for the pH Value Control in the Clarifying Process of Sugar Cane Juice. - Xiaofeng Lin 002; Shengyong Lei; Chunning Song; Shaojian Song; Derong Liu 001 (ISNN (1), 2008)

Adaptive Dynamic Programming for a Class of Nonlinear Control Systems with General Separable Performance Index. - Qinglai Wei; Derong Liu 001; Huaguang Zhang (ISNN (2), 2008)

Neural networks: Algorithms and applications. - Derong Liu 001; Huaguang Zhang; Sanqing Hu (Neurocomputing, 2008)

Neurodynamic programming: a case study of the traveling salesman problem. - Jia Ma; Tao Yang 011; Zeng-Guang Hou; Min Tan 001; Derong Liu 001 (Neural Comput. Appl., 2008)

A Monte Carlo Particle Model Associated with Neural Networks for Tracking Problem. - Zhongyu Pang; Derong Liu 001; Ning Jin; Zhuo Wang 003 (IEEE Trans. Circuits Syst. I Regul. Pap., 2008)

Wavelet Basis Function Neural Networks for Sequential Learning. - Ning Jin; Derong Liu 001 (IEEE Trans. Neural Networks, 2008)

A Neural Network Method for Detection of Obstructive Sleep Apnea and Narcolepsy Based on Pupil Size and EEG. - Derong Liu 001; Zhongyu Pang; Stephen R. Lloyd (IEEE Trans. Neural Networks, 2008)

Global Asymptotic Stability of Recurrent Neural Networks With Multiple Time-Varying Delays. - Huaguang Zhang; Zhanshan Wang; Derong Liu 001 (IEEE Trans. Neural Networks, 2008)

Robust Stability Analysis for Interval Cohen-Grossberg Neural Networks With Unknown Time-Varying Delays. - Huaguang Zhang; Zhanshan Wang; Derong Liu 001 (IEEE Trans. Neural Networks, 2008)

Guest Editorial: Special Issue on Adaptive Dynamic Programming and Reinforcement Learning in Feedback Control. - Frank L. Lewis; Derong Liu 001; George G. Lendaris (IEEE Trans. Syst. Man Cybern. Part B, 2008)

Adaptive Critic Learning Techniques for Engine Torque and Air-Fuel Ratio Control. - Derong Liu 001; Hossein Javaherian; Olesia Kovalenko; Ting Huang (IEEE Trans. Syst. Man Cybern. Part B, 2008)

Delay-Dependent Guaranteed Cost Control for Uncertain Stochastic Fuzzy Systems With Multiple Time Delays. - Huaguang Zhang; Yingchun Wang; Derong Liu 001 (IEEE Trans. Syst. Man Cybern. Part B, 2008)

Constrained optimal control of affine nonlinear discrete-time systems using GHJB method. - Lili Cui; Huaguang Zhang; Derong Liu 001; Yongsu Kim (ADPRL, 2009)

Neural-network-based reinforcement learning controller for nonlinear systems with non-symmetric dead-zone inputs. - Xin Zhang; Huaguang Zhang; Derong Liu 001; Yongsu Kim (ADPRL, 2009)

Parameter approximate dynamic optimization for PSO systems. - Qi Kang; Lei Wang 006; Derong Liu 001; Qidi Wu (CDC, 2009)

A novel LMI approach to global impulsive exponential synchronization of chaotic delayed neural networks. - Tiedong Ma; Huaguang Zhang; Derong Liu 001; Zhiliang Wang (CDC, 2009)

A novel control scheme for a class of nonlinear systems with time delays based on fuzzy hyperbolic model. - Jun Yang 008; Huaguang Zhang; Derong Liu 001 (FUZZ-IEEE, 2009)

Adaptive dynamic programming for discrete-time systems with infinite horizon and ELEMENT OF -error bound in the performance cost. - Derong Liu 001; Ning Jin (IJCNN, 2009)

LMI Based Global Asymptotic Stability Criterion for Recurrent Neural Networks with Infinite Distributed Delays. - Zhanshan Wang; Huaguang Zhang; Derong Liu 001; Jian Feng 001 (ISNN (1), 2009)

A Biologically Inspired Adaptive Nonlinear Control Strategy for Applications to Powertrain Control. - Hossein Javaherian; Ting Huang; Derong Liu 001 (SMC, 2009)

Consensus value of multi-agent networked systems with time-delay. - Fuxiao Tan; Derong Liu 001; Xinping Guan (SOLI, 2009)

Adaptive Dynamic Programming: An Introduction. - Fei-Yue Wang 001; Huaguang Zhang; Derong Liu 001 (IEEE Comput. Intell. Mag., 2009)

Epileptic Seizure Prediction by a System of Particle Filter Associated with a Neural Network. - Derong Liu 001; Zhongyu Pang; Zhuo Wang 003 (EURASIP J. Adv. Signal Process., 2009)

Global Asymptotic Stability and Robust Stability of a Class of Cohen-Grossberg Neural Networks With Mixed Delays. - Huaguang Zhang; Zhanshan Wang; Derong Liu 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2009)

Generalized Receding Horizon Control of Fuzzy Systems Based on Numerical Optimization Algorithm. - Chonghui Song; Jinchun Ye; Derong Liu 001; Qi Kang (IEEE Trans. Fuzzy Syst., 2009)

Neural-Network-Based Near-Optimal Control for a Class of Discrete-Time Affine Nonlinear Systems With Control Constraints. - Huaguang Zhang; Yanhong Luo; Derong Liu 001 (IEEE Trans. Neural Networks, 2009)

Output synchronization of multiple mobile agents. - Fuxiao Tan; Derong Liu 001; Xinping Guan (ICNSC, 2010)

An iterative ADP approach for solving a class of nonlinear zero-sum differential games. - Qinglai Wei; Derong Liu 001 (ICNSC, 2010)

Adaptive dynamic programming for a class of discrete-time non-affine nonlinear systems with time-delays. - Derong Liu 001; Qinglai Wei (IJCNN, 2010)

CIS Publication Spotlight [Publication Spotlight]. - Derong Liu 001; Nikhil Pal; Garry Greenwood; Simon Lucas 001; Zhengyou Zhang (IEEE Comput. Intell. Mag., 2010)

Editorial: the IEEE transactions on neural networks 2010 and beyond. - Derong Liu 001 (IEEE Trans. Neural Networks, 2010)

Adaptive dynamic programming for optimal control of unknown nonlinear discrete-time systems. - Derong Liu 001; Ding Wang 001; Dongbin Zhao (ADPRL, 2011)

Residential energy system control and management using adaptive dynamic programming. - Ting Huang; Derong Liu 001 (IJCNN, 2011)

Neural-network-based optimal control for a class of nonlinear cdiscrete-time systems with control constraints using the citerative GDHP algorithm. - Derong Liu 001; Ding Wang 001; Dongbin Zhao (IJCNN, 2011)

Optimal control for discrete-time nonlinear systems with unfixed initial state using adaptive dynamic programming. - Qinglai Wei; Derong Liu 001 (IJCNN, 2011)

Optimal Control for a Class of Unknown Nonlinear Systems via the Iterative GDHP Algorithm. - Ding Wang 001; Derong Liu 001 (ISNN (2), 2011)

Finite Horizon Optimal Tracking Control for a Class of Discrete-Time Nonlinear Systems. - Qinglai Wei; Ding Wang 001; Derong Liu 001 (ISNN (2), 2011)

An iterative adaptive dynamic programming method for solving a class of nonlinear zero-sum differential games. - Huaguang Zhang; Qinglai Wei; Derong Liu 001 (Autom., 2011)

CIS Publication Spotlight. - Derong Liu 001; Chin-Teng Lin; Garry Greenwood; Simon Lucas 001; Zhengyou Zhang (IEEE Comput. Intell. Mag., 2011)

[CIS Publication Spotlight]. - Derong Liu 001; Nikhil Pal; Garry Greenwood; Zhengyou Zhang (IEEE Comput. Intell. Mag., 2011)

Nonlinear Torque and Air-to-Fuel Ratio Control of SPARK Ignition Engines Using Neuro-Sliding Mode Techniques. - Ting Huang; Hossein Javaherian; Derong Liu 001 (Int. J. Neural Syst., 2011)

An Introduction to Parallel Control and Management for High-Speed Railway Systems. - Bin Ning; Tao Tang 004; Hairong Dong 001; Ding Wen; Derong Liu 001; Shigen Gao; Jing Wang (IEEE Trans. Intell. Transp. Syst., 2011)

Editorial: The Blossoming of the IEEE Transactions on Neural Networks. - Derong Liu 001 (IEEE Trans. Neural Networks, 2011)

Adaptive Dynamic Programming for Finite-Horizon Optimal Control of Discrete-Time Nonlinear Systems With varepsilon-Error Bound. - Fei-Yue Wang 001; N. Jin; Derong Liu 001; Q. Wei (IEEE Trans. Neural Networks, 2011)

Data-Based Controllability and Observability Analysis of Linear Discrete-Time Systems. - Zhuo Wang 003; Derong Liu 001 (IEEE Trans. Neural Networks, 2011)

Generalized Hamilton-Jacobi-Isaacs Formulation-Based Neural Network H ∞ Control for Constrained Input Nonlinear Systems. - Yuzhu Huang; Derong Liu 001; Qinglai Wei (ICONIP (1), 2012)

Nearly Optimal Control for Nonlinear Systems with Dead-Zone Control Input Based on the Iterative ADP Approach. - Dehua Zhang; Derong Liu 001; Qinglai Wei (ICONIP (1), 2012)

H∞ control of unknown discrete-time nonlinear systems with control constraints using adaptive dynamic programming. - Derong Liu 001; Hongliang Li 002; Ding Wang 001 (IJCNN, 2012)

Adaptive dynamic programming with stable value iteration algorithm for discrete-time nonlinear systems. - Qinglai Wei; Derong Liu 001 (IJCNN, 2012)

Optimal Battery Management with ADHDP in Smart Home Environments. - Danilo Fuselli; Francesco De Angelis 002; Matteo Boaro; Derong Liu 001; Qinglai Wei; Stefano Squartini; Francesco Piazza (ISNN (2), 2012)

Temperature Control in Water-Gas Shift Reaction with Adaptive Dynamic Programming. - Yuzhu Huang; Derong Liu 001; Qinglai Wei (ISNN (2), 2012)

Self-learning Control Schemes for Two-Person Zero-Sum Differential Games of Continuous-Time Nonlinear Systems with Saturating Controllers. - Qinglai Wei; Derong Liu 001 (ISNN (2), 2012)

Optimal Cooperative Spectrum Sensing in Cognitive Radio with Taguchi Method. - Yingying Ma; Derong Liu 001 (VTC Fall, 2012)

New robust stability results for bidirectional associative memory neural networks with multiple time delays. - Sibel Senan; Sabri Arik; Derong Liu 001 (Appl. Math. Comput., 2012)

Optimal control of unknown nonaffine nonlinear discrete-time systems based on adaptive dynamic programming. - Ding Wang 001; Derong Liu 001; Qinglai Wei; Dongbin Zhao; Ning Jin (Autom., 2012)

CIS Publication Spotlight [Publication Spotlight]. - Derong Liu 001; Chin-Teng Lin; Garry Greenwood; Simon Lucas 001; Zhengyou Zhang (IEEE Comput. Intell. Mag., 2012)

Finite-horizon neuro-optimal tracking control for a class of discrete-time nonlinear systems using adaptive dynamic programming approach. - Ding Wang 001; Derong Liu 001; Qinglai Wei (Neurocomputing, 2012)

An iterative ϵ-optimal control scheme for a class of discrete-time nonlinear systems with unfixed initial state. - Qinglai Wei; Derong Liu 001 (Neural Networks, 2012)

Neural-Network-Based Optimal Control for a Class of Unknown Discrete-Time Nonlinear Systems Using Globalized Dual Heuristic Programming. - Derong Liu 001; Ding Wang 001; Dongbin Zhao; Qinglai Wei; Ning Jin (IEEE Trans Autom. Sci. Eng., 2012)

Neural Networks and Learning Systems Come Together. - Bart Baesens; Pantelis Bouboulis; Sergio Cruces; Carlotta Domeniconi; Shiro Ikeda; Xuelong Li 001; Patricia Melin; Vadrevu Sree Hari Rao; Björn W. Schuller; Yi Shen; Huajin Tang; Cong Wang 033; et al. (IEEE Trans. Neural Networks Learn. Syst., 2012)

Adaptive Dynamic Programming for Solving Non-Zero-Sum Differential Games. - Hongliang Li 002; Derong Liu 001; Ding Wang 001 (ICONS, 2013)

A New Self-Learning Optimal Control Scheme for Discrete-Time Nonlinear Systems Using Policy Iterative Adaptive Dynamic Programming. - Qinglai Wei; Derong Liu 001 (ICONS, 2013)

Neuro-Optimal Control of Unknown Nonaffine Nonlinear Systems with Saturating Actuators. - Xiong Yang 001; Derong Liu 001; Qinglai Wei (ICONS, 2013)

Integral Policy Iteration for Zero-Sum Games with Completely Unknown Nonlinear Dynamics. - Hongliang Li 002; Derong Liu 001; Ding Wang 001 (ICONIP (1), 2013)

Observer-Based Adaptive Output Feedback Control for Nonaffine Nonlinear Discrete-Time Systems Using Reinforcement Learning. - Xiong Yang 001; Derong Liu 001; Ding Wang 001 (ICONIP (1), 2013)

Stable iterative optimal control for discrete-time nonlinear systems using numerical controller. - Qinglai Wei; Derong Liu 001 (ICVES, 2013)

Convergence analysis of continuous-time systems based on feedforward neural networks. - Yuzhu Huang; Derong Liu 001; Qinglai Wei (ISCAS, 2013)

Neural Network H ∞ Tracking Control of Nonlinear Systems Using GHJI Method. - Derong Liu 001; Yuzhu Huang; Qinglai Wei (ISNN (2), 2013)

Optimal Tracking Control Scheme for Discrete-Time Nonlinear Systems with Approximation Errors. - Qinglai Wei; Derong Liu 001 (ISNN (2), 2013)

Adaptive Dynamic Programming Algorithm for Renewable Energy Scheduling and Battery Management. - Matteo Boaro; Danilo Fuselli; Francesco De Angelis 002; Derong Liu 001; Qinglai Wei; Francesco Piazza (Cogn. Comput., 2013)

Data-based approximate policy iteration for nonlinear continuous-time optimal control design. - Biao Luo 001; Huai-Ning Wu; Tingwen Huang; Derong Liu 001 (CoRR, 2013)

Neural-network-observer-based optimal control for unknown nonlinear systems using adaptive dynamic programming. - Derong Liu 001; Yuzhu Huang; Ding Wang 001; Qinglai Wei (Int. J. Control, 2013)

Neural-network-based zero-sum game for discrete-time nonlinear systems via iterative adaptive dynamic programming algorithm. - Derong Liu 001; Hongliang Li 002; Ding Wang 001 (Neurocomputing, 2013)

Neuro-optimal control for a class of unknown nonlinear dynamic systems using SN-DHP technique. - Ding Wang 001; Derong Liu 001 (Neurocomputing, 2013)

An iterative adaptive dynamic programming algorithm for optimal control of unknown discrete-time nonlinear systems with constrained inputs. - Derong Liu 001; Ding Wang 001; Xiong Yang 001 (Inf. Sci., 2013)

Data-based stability analysis of a class of nonlinear discrete-time systems. - Zhuo Wang 003; Derong Liu 001 (Inf. Sci., 2013)

A self-learning scheme for residential energy system control and management. - Ting Huang; Derong Liu 001 (Neural Comput. Appl., 2013)

Adaptive optimal control for a class of continuous-time affine nonlinear systems with unknown internal dynamics. - Derong Liu 001; Xiong Yang 001; Hongliang Li 002 (Neural Comput. Appl., 2013)

A neural-network-based iterative GDHP approach for solving a class of nonlinear optimal control problems with control constraints. - Ding Wang 001; Derong Liu 001; Dongbin Zhao; Yuzhu Huang; Dehua Zhang (Neural Comput. Appl., 2013)

Special issue on intelligent control and information processing. - Dongbin Zhao; Cesare Alippi; Derong Liu 001; Huaguang Zhang (Soft Comput., 2013)

A supervised Actor-Critic approach for adaptive cruise control. - Dongbin Zhao; Bin Wang 034; Derong Liu 001 (Soft Comput., 2013)

Finite-Approximation-Error-Based Optimal Control Approach for Discrete-Time Nonlinear Systems. - Derong Liu 001; Qinglai Wei (IEEE Trans. Cybern., 2013)

A Data-Based State Feedback Control Method for a Class of Nonlinear Systems. - Zhuo Wang 003; Derong Liu 001 (IEEE Trans. Ind. Informatics, 2013)

Editorial A Successful Change From TNN to TNNLS and a Very Successful Year. - Derong Liu 001; Charles Anderson 001; Ahmad Taher Azar; Giorgio Battistelli; Eduardo Bayro-Corrochano; Cristiano Cervellera; David A. Elizondo; Maurizio Filippone; Giorgio Gnecco; Xiaolin Hu; Tingwen Huang; Weifeng Liu 001; et al. (IEEE Trans. Neural Networks Learn. Syst., 2013)

Optimal self-learning battery control in smart residential grids by iterative Q-learning algorithm. - Qinglai Wei; Derong Liu 001; Guang Shi; Yu Liu 078; Qiang Guan (ADPRL, 2014)

Discrete-Time Nonlinear Generalized Policy Iteration for Optimal Control Using Neural Networks. - Qinglai Wei; Derong Liu 001; Xiong Yang 001 (ICONIP (1), 2014)

Output-based high-order bipartite consensus under directed antagonistic networks. - Hongwen Ma; Derong Liu 001; Ding Wang 001; Hongliang Li 002 (IEEE IA, 2014)

Data-driven iterative adaptive dynamic programming algorithm for approximate optimal control of unknown nonlinear systems. - Hongliang Li 002; Derong Liu 001; Ding Wang 001; Chao Li 024 (IJCNN, 2014)

Unmanned aerial vehicles (UAV) heading optimal tracking control using online kernel-based HDP algorithm. - Fuxiao Tan; Derong Liu 001; Xinping Guan; Bin Luo 001 (IJCNN, 2014)

Near-optimal online control of uncertain nonlinear continuous-time systems based on concurrent learning. - Xiong Yang 001; Derong Liu 001; Qinglai Wei (IJCNN, 2014)

Reinforcement-Learning-Based Controller Design for Nonaffine Nonlinear Systems. - Xiong Yang 001; Derong Liu 001; Qinglai Wei (ISNN, 2014)

Data-based approximate policy iteration for affine nonlinear continuous-time optimal control design. - Biao Luo 001; Huai-Ning Wu; Tingwen Huang; Derong Liu 001 (Autom., 2014)

Q-learning for Optimal Control of Continuous-time Systems. - Biao Luo 001; Derong Liu 001; Tingwen Huang (CoRR, 2014)

Optimal multiband joint detection in cognitive radio networks with the Taguchi method. - Yingying Ma; Derong Liu 001 (Int. J. Commun. Syst., 2014)

Reinforcement learning for adaptive optimal control of unknown continuous-time nonlinear systems with input constraints. - Xiong Yang 001; Derong Liu 001; Ding Wang 001 (Int. J. Control, 2014)

Neural-network-based optimal tracking control scheme for a class of unknown discrete-time nonlinear systems using iterative ADP algorithm. - Yuzhu Huang; Derong Liu 001 (Neurocomputing, 2014)

Dual Heuristic dynamic Programming for nonlinear discrete-time uncertain systems with state delay. - Bin Wang 034; Dongbin Zhao; Cesare Alippi; Derong Liu 001 (Neurocomputing, 2014)

Data-based analysis of discrete-time linear systems in noisy environment: Controllability and observability. - Derong Liu 001; Pengfei Yan; Qinglai Wei (Inf. Sci., 2014)

Neural-network-based robust optimal control design for a class of uncertain nonlinear systems via adaptive dynamic programming. - Ding Wang 001; Derong Liu 001; Hongliang Li 002; Hongwen Ma (Inf. Sci., 2014)

Stable iterative adaptive dynamic programming algorithm with approximation errors for discrete-time nonlinear systems. - Qinglai Wei; Derong Liu 001 (Neural Comput. Appl., 2014)

Discrete-time online learning control for a class of unknown nonaffine nonlinear systems using reinforcement learning. - Xiong Yang 001; Derong Liu 001; Ding Wang 001; Qinglai Wei (Neural Networks, 2014)

Approximate optimal solution of the DTHJB equation for a class of nonlinear affine systems with unknown dead-zone constraints. - Dehua Zhang; Derong Liu 001; Ding Wang 001 (Soft Comput., 2014)

Integral Reinforcement Learning for Linear Continuous-Time Zero-Sum Games With Completely Unknown Dynamics. - Hongliang Li 002; Derong Liu 001; Ding Wang 001 (IEEE Trans Autom. Sci. Eng., 2014)

Policy Iteration Algorithm for Online Design of Robust Control for a Class of Continuous-Time Nonlinear Systems. - Ding Wang 001; Derong Liu 001; Hongliang Li 002 (IEEE Trans Autom. Sci. Eng., 2014)

Adaptive Dynamic Programming for Optimal Tracking Control of Unknown Nonlinear Systems With Application to Coal Gasification. - Qinglai Wei; Derong Liu 001 (IEEE Trans Autom. Sci. Eng., 2014)

A Novel Iterative $ theta $-Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems. - Qinglai Wei; Derong Liu 001 (IEEE Trans Autom. Sci. Eng., 2014)

Neural-Network-Based Online HJB Solution for Optimal Robust Guaranteed Cost Control of Continuous-Time Uncertain Nonlinear Systems. - Derong Liu 001; Ding Wang 001; Fei-Yue Wang 001; Hongliang Li 002; Xiong Yang 001 (IEEE Trans. Cybern., 2014)

Finite-Approximation-Error-Based Discrete-Time Iterative Adaptive Dynamic Programming. - Qinglai Wei; Fei-Yue Wang 001; Derong Liu 001; Xiong Yang 001 (IEEE Trans. Cybern., 2014)

Stability Analysis for a Class of Systems: From Model-Based Methods to Data-Driven Methods. - Zhuo Wang 003; Derong Liu 001 (IEEE Trans. Ind. Electron., 2014)

Data-Driven Neuro-Optimal Temperature Control of Water-Gas Shift Reaction Using Stable Iterative Adaptive Dynamic Programming. - Qinglai Wei; Derong Liu 001 (IEEE Trans. Ind. Electron., 2014)

Editorial TNNLS Special Issues and Editorial Board Changes. - Derong Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2014)

Policy Iteration Adaptive Dynamic Programming Algorithm for Discrete-Time Nonlinear Systems. - Derong Liu 001; Qinglai Wei (IEEE Trans. Neural Networks Learn. Syst., 2014)

Decentralized Stabilization for a Class of Continuous-Time Nonlinear Interconnected Systems Using Online Learning Optimal Control Approach. - Derong Liu 001; Ding Wang 001; Hongliang Li 002 (IEEE Trans. Neural Networks Learn. Syst., 2014)

A Comprehensive Review of Stability Analysis of Continuous-Time Recurrent Neural Networks. - Huaguang Zhang; Zhanshan Wang; Derong Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2014)

Detecting and Reacting to Changes in Sensing Units: The Active Classifier Case. - Cesare Alippi; Derong Liu 001; Dongbin Zhao; Li Bu (IEEE Trans. Syst. Man Cybern. Syst., 2014)

Online Synchronous Approximate Optimal Learning Algorithm for Multi-Player Non-Zero-Sum Games With Unknown Dynamics. - Derong Liu 001; Hongliang Li 002; Ding Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2014)

A Truthful Multi-Channel Double Auction Mechanism for Heterogeneous Spectrums. - Shu Wang; Derong Liu 001 (Wirel. Pers. Commun., 2014)

Adaptive dynamic programming for infinite horizon optimal robust guaranteed cost control of a class of uncertain nonlinear systems. - Ding Wang 001; Derong Liu 001; Hongliang Li 002; Hongwen Ma (ACC, 2015)

Neural-network-based finite horizon optimal control for partially unknown linear continuous-time systems. - Chao Li 024; Hongliang Li 002; Derong Liu 001 (ICACI, 2015)

Continuous-time group consensus using distributed event-triggered control. - Hongwen Ma; Ding Wang 001; Derong Liu 001; Chao Li 024 (ICACI, 2015)

Distributed Control for Nonlinear Time-Delayed Multi-Agent Systems with Connectivity Preservation Using Neural Networks. - Hongwen Ma; Derong Liu 001; Ding Wang 001 (ICONIP (3), 2015)

Robust Tracking Control of Uncertain Nonlinear Systems Using Adaptive Dynamic Programming. - Xiong Yang 001; Derong Liu 001; Qinglai Wei (ICONIP (3), 2015)

Approximate policy iteration with unsupervised feature learning based on manifold regularization. - Hongliang Li 002; Derong Liu 001; Ding Wang 001 (IJCNN, 2015)

Data-driven virtual reference controller design for high-order nonlinear systems via neural network. - Pengfei Yan; Derong Liu 001; Ding Wang 001 (IJCNN, 2015)

H ∞ Control Synthesis for Linear Parabolic PDE Systems with Model-Free Policy Iteration. - Biao Luo 001; Derong Liu 001; Xiong Yang 001; Hongwen Ma (ISNN, 2015)

A New Discrete-Time Iterative Adaptive Dynamic Programming Algorithm Based on Q-Learning. - Qinglai Wei; Derong Liu 001 (ISNN, 2015)

A novel policy iteration based deterministic Q-learning for discrete-time nonlinear systems. - Qinglai Wei; Derong Liu 001 (Sci. China Inf. Sci., 2015)

CIS Publication Spotlight [Publication Spotlight]. - Derong Liu 001; Chin-Teng Lin; Kay Chen Tan; Graham Kendall; Angelo Cangelosi (IEEE Comput. Intell. Mag., 2015)

Feature selection and feature learning for high-dimensional batch reinforcement learning: A survey. - Derong Liu 001; Hong-Liang Li 002; Ding Wang 001 (Int. J. Autom. Comput., 2015)

Neural-network-based decentralized control of continuous-time nonlinear interconnected systems with unknown dynamics. - Derong Liu 001; Chao Li 024; Hongliang Li 002; Ding Wang 001; Hongwen Ma (Neurocomputing, 2015)

Centralized and decentralized event-triggered control for group consensus with fixed topology in continuous time. - Hongwen Ma; Derong Liu 001; Ding Wang 001; Fuxiao Tan; Chao Li 024 (Neurocomputing, 2015)

Computational Energy Management in Smart Grids. - Stefano Squartini; Derong Liu 001; Francesco Piazza; Dongbin Zhao; Haibo He (Neurocomputing, 2015)

Reliable observer-based H∞ control for discrete-time fuzzy systems with time-varying delays and stochastic actuator faults via scaled small gain theorem. - Shenquan Wang; Yulian Jiang; Yuanchun Li; Derong Liu 001 (Neurocomputing, 2015)

Neural-network-based adaptive optimal tracking control scheme for discrete-time nonlinear systems with approximation errors. - Qinglai Wei; Derong Liu 001 (Neurocomputing, 2015)

Convergence analysis and application of fuzzy-HDP for nonlinear discrete-time HJB systems. - Yuanheng Zhu; Dongbin Zhao; Derong Liu 001 (Neurocomputing, 2015)

Optimal distributed synchronization control for continuous-time heterogeneous multi-agent differential graphical games. - Qinglai Wei; Derong Liu 001; Frank L. Lewis (Inf. Sci., 2015)

Reinforcement learning solution for HJB equation arising in constrained optimal control problem. - Biao Luo 001; Huai-Ning Wu; Tingwen Huang; Derong Liu 001 (Neural Networks, 2015)

Reinforcement-Learning-Based Robust Controller Design for Continuous-Time Uncertain Nonlinear Systems Subject to Input Constraints. - Derong Liu 001; Xiong Yang 001; Ding Wang 001; Qinglai Wei (IEEE Trans. Cybern., 2015)

A Novel Dual Iterative Q-Learning Method for Optimal Battery Management in Smart Residential Environments. - Qinglai Wei; Derong Liu 001; Guang Shi (IEEE Trans. Ind. Electron., 2015)

Multibattery Optimal Coordination Control for Home Energy Management Systems via Distributed Iterative Adaptive Dynamic Programming. - Qinglai Wei; Derong Liu 001; Guang Shi; Yu Liu 078 (IEEE Trans. Ind. Electron., 2015)

TNNLS Call for Reviewers and Special Issues. - Derong Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2015)

Farewell Editorial: Smooth Transition of IEEE TNNLS. - Derong Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2015)

Error Bounds of Adaptive Dynamic Programming Algorithms for Solving Undiscounted Optimal Control Problems. - Derong Liu 001; Hongliang Li 002; Ding Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2015)

Infinite Horizon Self-Learning Optimal Control of Nonaffine Discrete-Time Nonlinear Systems. - Qinglai Wei; Derong Liu 001; Xiong Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2015)

Generalized Policy Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems. - Derong Liu 001; Qinglai Wei; Pengfei Yan (IEEE Trans. Syst. Man Cybern. Syst., 2015)

Policy iteration for optimal control of weakly coupled nonlinear systems with completely unknown dynamics. - Chao Li 024; Ding Wang 001; Derong Liu 001; Haibo He (ACC, 2016)

Adaptive-critic-based event-driven nonlinear robust state feedback. - Ding Wang 001; Chaoxu Mu; Haibo He; Derong Liu 001 (CDC, 2016)

Improvement of reliable H∞ control for discrete-time fuzzy systems with time-varying delays. - Shenquan Wang; Yulian Jiang; Yuanchun Li; Derong Liu 001 (FUZZ-IEEE, 2016)

Data-Based Optimal Tracking Control of Nonaffine Nonlinear Discrete-Time Systems. - Biao Luo 001; Derong Liu 001; Tingwen Huang; Chao Li 024 (ICONIP (4), 2016)

Neural Dynamic Programming for Event-Based Nonlinear Adaptive Robust Stabilization. - Ding Wang 001; Hongwen Ma; Derong Liu 001; Huidong Wang (ICONIP (1), 2016)

Optimal Constrained Neuro-Dynamic Programming Based Self-learning Battery Management in Microgrids. - Qinglai Wei; Derong Liu 001 (ICONIP (3), 2016)

Decentralized Stabilization for Nonlinear Systems with Unknown Mismatched Interconnections. - Bo Zhao 015; Ding Wang 001; Guang Shi; Derong Liu 001; Yuanchun Li (ICONIP (3), 2016)

Neural-network-based robust optimal control of uncertain nonlinear systems using model-free policy iteration algorithm. - Chao Li 024; Ding Wang 001; Derong Liu 001 (IJCNN, 2016)

Distributed control of second-order nonlinear time-delayed multiagent systems with disturbance using neural networks. - Hongwen Ma; Derong Liu 001; Ding Wang 001 (IJCNN, 2016)

An adaptive dynamic programming based method for optimization of electricity consumption in office buildings. - Guang Shi; Qinglai Wei; Derong Liu 001 (IJCNN, 2016)

Optimal self-learning control scheme for discrete-time nonlinear systems using local value iteration. - Qinglai Wei; Derong Liu 001 (IJCNN, 2016)

Adaptive dynamic programming based fault compensation control for nonlinear systems with actuator failures. - Bo Zhao 015; Derong Liu 001; Yuanchun Li; Guang Shi (IJCNN, 2016)

Discrete-Time Two-Player Zero-Sum Games for Nonlinear Systems Using Iterative Adaptive Dynamic Programming. - Qinglai Wei; Derong Liu 001 (ISNN, 2016)

Iterative Q-learning-based nonlinear optimal tracking control. - Qinglai Wei; Ruizhuo Song; Yancai Xu; Derong Liu 001 (SSCI, 2016)

Energy consumption prediction of office buildings based on echo state networks. - Guang Shi; Derong Liu 001; Qinglai Wei (Neurocomputing, 2016)

Decentralized guaranteed cost control of interconnected systems with uncertainties: A learning-based optimal control strategy. - Ding Wang 001; Derong Liu 001; Chaoxu Mu; Hongwen Ma (Neurocomputing, 2016)

Distributed control algorithm for bipartite consensus of the nonlinear time-delayed multi-agent systems with neural networks. - Ding Wang 001; Hongwen Ma; Derong Liu 001 (Neurocomputing, 2016)

Event-based input-constrained nonlinear H∞ state feedback with adaptive critic and neural implementation. - Ding Wang 001; Chaoxu Mu; Qichao Zhang; Derong Liu 001 (Neurocomputing, 2016)

Data-driven controller design for general MIMO nonlinear systems via virtual reference feedback tuning and neural networks. - Pengfei Yan; Derong Liu 001; Ding Wang 001; Hongwen Ma (Neurocomputing, 2016)

Guaranteed cost neural tracking control for a class of uncertain nonlinear systems using adaptive dynamic programming. - Xiong Yang 001; Derong Liu 001; Qinglai Wei; Ding Wang 001 (Neurocomputing, 2016)

Adaptive tracking control of leader-following linear multi-agent systems with external disturbances. - Hanquan Lin; Qinglai Wei; Derong Liu 001; Hongwen Ma (Int. J. Syst. Sci., 2016)

Bipartite output consensus in networked multi-agent systems of high-order power integrators with signed digraph and input noises. - Hongwen Ma; Derong Liu 001; Ding Wang 001; Biao Luo 001 (Int. J. Syst. Sci., 2016)

Data-based robust optimal control of continuous-time affine nonlinear systems with matched uncertainties. - Ding Wang 001; Chao Li 024; Derong Liu 001; Chaoxu Mu (Inf. Sci., 2016)

Data-based robust adaptive control for a class of unknown nonlinear constrained-input systems via integral reinforcement learning. - Xiong Yang 001; Derong Liu 001; Biao Luo 001; Chao Li 024 (Inf. Sci., 2016)

Online approximate solution of HJI equation for unknown constrained-input nonlinear continuous-time systems. - Xiong Yang 001; Derong Liu 001; Hongwen Ma; Yancai Xu (Inf. Sci., 2016)

A neural-network-based online optimal control approach for nonlinear robust decentralized stabilization. - Ding Wang 001; Derong Liu 001; Hongliang Li 002; Hongwen Ma; Chao Li 024 (Soft Comput., 2016)

Neuro-optimal tracking control for a class of discrete-time nonlinear systems via generalized value iteration adaptive dynamic programming approach. - Qinglai Wei; Derong Liu 001; Yancai Xu (Soft Comput., 2016)

Value Iteration Adaptive Dynamic Programming for Optimal Control of Discrete-Time Nonlinear Systems. - Qinglai Wei; Derong Liu 001; Hanquan Lin (IEEE Trans. Cybern., 2016)

Model-Free Optimal Tracking Control via Critic-Only Q-Learning. - Biao Luo 001; Derong Liu 001; Tingwen Huang; Ding Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2016)

Neural-Network-Based Distributed Adaptive Robust Control for a Class of Nonlinear Multiagent Systems With Time Delays and External Noises. - Hongwen Ma; Zhuo Wang 003; Ding Wang 001; Derong Liu 001; Pengfei Yan; Qinglai Wei (IEEE Trans. Syst. Man Cybern. Syst., 2016)

An Approximate Optimal Control Approach for Robust Stabilization of a Class of Discrete-Time Nonlinear Systems With Uncertainties. - Ding Wang 001; Derong Liu 001; Hongliang Li 002; Biao Luo 001; Hongwen Ma (IEEE Trans. Syst. Man Cybern. Syst., 2016)

Data-Based Adaptive Critic Designs for Nonlinear Robust Optimal Control With Uncertain Dynamics. - Ding Wang 001; Derong Liu 001; Qichao Zhang; Dongbin Zhao (IEEE Trans. Syst. Man Cybern. Syst., 2016)

Optimal management of office energy consumption via Q-learning algorithm. - Guang Shi; Derong Liu 001; Qinglai Wei (ACC, 2017)

Adaptive critic designs for solving event-based H∞ control problems. - Ding Wang 001; Chaoxu Mu; Derong Liu 001 (ACC, 2017)

Partially-Directed-Topology-Based Consensus Control for Linear Multi-agent Systems. - Chunping Shi; Qinglai Wei; Derong Liu 001 (ICONIP (6), 2017)

An Event-Triggered Heuristic Dynamic Programming Algorithm for Discrete-Time Nonlinear Systems. - Ziyang Wang; Qinglai Wei; Derong Liu 001 (ICONIP (1), 2017)

Synchronization of Memristor-Based Time-Delayed Neural Networks via Pinning Control. - Zhanyu Yang; Biao Luo 001; Derong Liu 001 (ICONIP (3), 2017)

Neuro-control of Nonlinear Systems with Unknown Input Constraints. - Bo Zhao 015; Xinliang Liu; Derong Liu 001; Yuanchun Li (ICONIP (1), 2017)

Local Policy Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems. - Qinglai Wei; Yancai Xu; Qiao Lin 003; Derong Liu 001; Ruizhuo Song (ISNN (2), 2017)

Data-based robust near-optimal decentralized stabilization of unknown large-scale systems. - Bo Zhao 015; Derong Liu 001; Yuanchun Li (SSCI, 2017)

Fault detection and control co-design for discrete-time delayed fuzzy networked control systems subject to quantization and multiple packet dropouts. - Shenquan Wang; Yulian Jiang; Yuanchun Li; Derong Liu 001 (Fuzzy Sets Syst., 2017)

Optimal constrained self-learning battery sequential management in microgrid via adaptive dynamic programming. - Qinglai Wei; Derong Liu 001; Yu Liu 078; Ruizhuo Song (IEEE CAA J. Autom. Sinica, 2017)

Bounded robust control design for uncertain nonlinear systems using single-network adaptive dynamic programming. - Yuzhu Huang; Ding Wang 001; Derong Liu 001 (Neurocomputing, 2017)

Self-tuned local feedback gain based decentralized fault tolerant control for a class of large-scale nonlinear systems. - Bo Zhao 015; Yuanchun Li; Derong Liu 001 (Neurocomputing, 2017)

A novel optimal tracking control scheme for a class of discrete-time nonlinear systems using generalised policy iteration adaptive dynamic programming algorithm. - Qiao Lin 003; Qinglai Wei; Derong Liu 001 (Int. J. Syst. Sci., 2017)

Observer-critic structure-based adaptive dynamic programming for decentralised tracking control of unknown large-scale nonlinear systems. - Bo Zhao 015; Derong Liu 001; Xiong Yang 001; Yuanchun Li (Int. J. Syst. Sci., 2017)

Multi-step heuristic dynamic programming for optimal control of nonlinear discrete-time systems. - Biao Luo 001; Derong Liu 001; Tingwen Huang; Xiong Yang 001; Hongwen Ma (Inf. Sci., 2017)

Observer based adaptive dynamic programming for fault tolerant control of a class of nonlinear systems. - Bo Zhao 015; Derong Liu 001; Yuanchun Li (Inf. Sci., 2017)

Pinning synchronization of memristor-based neural networks with time-varying delays. - Zhanyu Yang; Biao Luo 001; Derong Liu 001; Yueheng Li (Neural Networks, 2017)

Optimization of electricity consumption in office buildings based on adaptive dynamic programming. - Guang Shi; Qinglai Wei; Derong Liu 001 (Soft Comput., 2017)

Policy Gradient Adaptive Dynamic Programming for Data-Based Optimal Control. - Biao Luo 001; Derong Liu 001; Huai-Ning Wu; Ding Wang 001; Frank L. Lewis (IEEE Trans. Cybern., 2017)

Improving the Critic Learning for Event-Based Nonlinear H∞ Control Design. - Ding Wang 001; Haibo He; Derong Liu 001 (IEEE Trans. Cybern., 2017)

Adaptive Critic Nonlinear Robust Control: A Survey. - Ding Wang 001; Haibo He; Derong Liu 001 (IEEE Trans. Cybern., 2017)

Discrete-Time Optimal Control via Local Policy Iteration Adaptive Dynamic Programming. - Qinglai Wei; Derong Liu 001; Qiao Lin 003; Ruizhuo Song (IEEE Trans. Cybern., 2017)

Intelligent Critic Control With Disturbance Attenuation for Affine Dynamics Including an Application to a Microgrid System. - Ding Wang 001; Haibo He; Chaoxu Mu; Derong Liu 001 (IEEE Trans. Ind. Electron., 2017)

Event-Driven Nonlinear Discounted Optimal Regulation Involving a Power System Application. - Ding Wang 001; Haibo He; Xiangnan Zhong; Derong Liu 001 (IEEE Trans. Ind. Electron., 2017)

An Indirect Data-Driven Method for Trajectory Tracking Control of a Class of Nonlinear Discrete-Time Systems. - Zhuo Wang 003; Renquan Lu; Furong Gao; Derong Liu 001 (IEEE Trans. Ind. Electron., 2017)

Mixed Iterative Adaptive Dynamic Programming for Optimal Battery Energy Control in Smart Residential Microgrids. - Qinglai Wei; Derong Liu 001; Frank L. Lewis; Yu Liu 078; Jie Zhang (IEEE Trans. Ind. Electron., 2017)

Discrete-Time Local Value Iteration Adaptive Dynamic Programming: Admissibility and Termination Analysis. - Qinglai Wei; Derong Liu 001; Qiao Lin 003 (IEEE Trans. Neural Networks Learn. Syst., 2017)

Event-Driven Adaptive Robust Control of Nonlinear Systems With Uncertainties Through NDP Strategy. - Ding Wang 001; Chaoxu Mu; Haibo He; Derong Liu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2017)

Event-Based Constrained Robust Control of Affine Systems Incorporating an Adaptive Critic Mechanism. - Ding Wang 001; Chaoxu Mu; Xiong Yang 001; Derong Liu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2017)

Error Bound Analysis of Q-Function for Discounted Optimal Control Problems With Policy Iteration. - Pengfei Yan; Ding Wang 001; Hongliang Li 002; Derong Liu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2017)

Neural Networks. - Bhaskar DasGupta; Derong Liu 001; Hava T. Siegelmann (Handbook of Approximation Algorithms and Metaheuristics (1), 2018)

Event-Triggered Adaptive Dynamic Programming for Continuous-Time Nonlinear Two-Player Zero-Sum Game. - Shan Xue 004; Biao Luo 001; Derong Liu 001; Yueheng Li (ICONIP (7), 2018)

Local Tracking Control for Unknown Interconnected Systems via Neuro-Dynamic Programming. - Bo Zhao 015; Derong Liu 001; Mingming Ha; Ding Wang 001; Yancai Xu; Qinglai Wei (ICONIP (7), 2018)

Residential energy scheduling for variable weather solar energy based on adaptive dynamic programming. - Derong Liu 001; Yancai Xu; Qinglai Wei; Xinliang Liu (IEEE CAA J. Autom. Sinica, 2018)

Robust synchronization of memristive neural networks with strong mismatch characteristics via pinning control. - Yueheng Li; Biao Luo 001; Derong Liu 001; Zhanyu Yang (Neurocomputing, 2018)

Connectivity preservation of second-order nonlinear multiagent systems with hybrid event-driven and time-driven control. - Hongwen Ma; Ding Wang 001; Derong Liu 001 (Int. J. Syst. Sci., 2018)

Neural robust stabilization via event-triggering mechanism and adaptive learning technique. - Ding Wang 001; Derong Liu 001 (Neural Networks, 2018)

Neural network robust tracking control with adaptive critic framework for uncertain nonlinear systems. - Ding Wang 001; Derong Liu 001; Yun Zhang 001; Hongyi Li 001 (Neural Networks, 2018)

Distributed algorithm for dissensus of a class of networked multiagent systems using output information. - Hongwen Ma; Derong Liu 001; Ding Wang 001; Xiong Yang 001; Hongliang Li 002 (Soft Comput., 2018)

Adaptive Q-Learning for Data-Based Optimal Output Regulation With Experience Replay. - Biao Luo 001; Yin Yang 001; Derong Liu 001 (IEEE Trans. Cybern., 2018)

Intelligent Optimal Control With Critic Learning for a Nonlinear Overhead Crane System. - Ding Wang 001; Haibo He; Derong Liu 001 (IEEE Trans. Ind. Informatics, 2018)

Manifold Regularized Reinforcement Learning. - Hongliang Li 002; Derong Liu 001; Ding Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Adaptive Constrained Optimal Control Design for Data-Based Nonlinear Discrete-Time Systems With Critic-Only Structure. - Biao Luo 001; Derong Liu 001; Huai-Ning Wu (IEEE Trans. Neural Networks Learn. Syst., 2018)

Learning and Guaranteed Cost Control With Event-Based Adaptive Critic Implementation. - Ding Wang 001; Derong Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Neural Network Learning and Robust Stabilization of Nonlinear Systems With Dynamic Uncertainties. - Ding Wang 001; Derong Liu 001; Chaoxu Mu; Yun Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

On Mixed Data and Event Driven Design for Adaptive-Critic-Based Nonlinear H∞ Control. - Ding Wang 001; Chaoxu Mu; Derong Liu 001; Hongwen Ma (IEEE Trans. Neural Networks Learn. Syst., 2018)

Adaptive Dynamic Programming for Discrete-Time Zero-Sum Games. - Qinglai Wei; Derong Liu 001; Qiao Lin 003; Ruizhuo Song (IEEE Trans. Neural Networks Learn. Syst., 2018)

Special Issue on Deep Reinforcement Learning and Adaptive Dynamic Programming. - Dongbin Zhao; Derong Liu 001; Frank L. Lewis; José C. Príncipe; Stefano Squartini (IEEE Trans. Neural Networks Learn. Syst., 2018)

Data-Based Optimal Control for Weakly Coupled Nonlinear Systems Using Policy Iteration. - Chao Li 024; Derong Liu 001; Ding Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2018)

Discrete-Time Local Value Iteration Adaptive Dynamic Programming: Convergence Analysis. - Qinglai Wei; Frank L. Lewis; Derong Liu 001; Ruizhuo Song; Hanquan Lin (IEEE Trans. Syst. Man Cybern. Syst., 2018)

Decentralized Control for Large-Scale Nonlinear Systems With Unknown Mismatched Interconnections via Policy Iteration. - Bo Zhao 015; Ding Wang 001; Guang Shi; Derong Liu 001; Yuanchun Li (IEEE Trans. Syst. Man Cybern. Syst., 2018)

Local Near-Optimal Control for Interconnected Systems with Time-Varying Delays. - Qiuye Wu; Haowei Lin; Bo Zhao 015; Derong Liu 001 (ICONIP (2), 2019)

Pinning Control for Synchronization of Drive-Response Memristive Neural Networks with Nonidentical Parameters. - Yueheng Li; Biao Luo 001; Derong Liu 001; Zhe Dong; Zhanyu Yang (IJCNN, 2019)

Distributed Adaptive Dynamic Programming Algorithm for Office Energy Control with Multiple Batteries. - Guang Shi; Chao Li 024; Bo Zhao 015; Qinglai Wei; Derong Liu 001 (IJCNN, 2019)

Event-Triggered Adaptive Control for Discrete-Time Zero-Sum Games. - Ziyang Wang; Qinglai Wei; Derong Liu 001; Yanhong Luo (IJCNN, 2019)

Special issue on Neural Information Processing for Optimization and Applications. - Tingwen Huang; El-Sayed M. El-Alfy; Derong Liu 001 (Appl. Soft Comput., 2019)

An echo state network based approach to room classification of office buildings. - Guang Shi; Bo Zhao 015; Chao Li 024; Qinglai Wei; Derong Liu 001 (Neurocomputing, 2019)

Output Tracking Control Based on Adaptive Dynamic Programming With Multistep Policy Evaluation. - Biao Luo 001; Derong Liu 001; Tingwen Huang; Jiangjiang Liu 004 (IEEE Trans. Syst. Man Cybern. Syst., 2019)

Event-Triggered Optimal Neuro-Controller Design With Reinforcement Learning for Unknown Nonlinear Systems. - Xiong Yang 001; Haibo He; Derong Liu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2019)

Approximate Optimal Control of Nonlinear Systems with Mismatched Perturbations Based on Asymptotically Stable Critic Neural Network. - Bo Zhao 015; Jiaxu Hou; Ping Guo 002; Derong Liu 001; Yancai Xu (ICCDE, 2020)

Fault tolerant tracking control for nonlinear systems with actuator failures through particle swarm optimization-based adaptive dynamic programming. - Xi Liu; Bo Zhao 015; Derong Liu 001 (Appl. Soft Comput., 2020)

Data-based fault tolerant control for affine nonlinear systems through particle swarm optimized neural networks. - Haowei Lin; Bo Zhao 015; Derong Liu 001; Cesare Alippi (IEEE CAA J. Autom. Sinica, 2020)

Adaptive synchronization of memristor-based neural networks with discontinuous activations. - Yueheng Li; Biao Luo 001; Derong Liu 001; Zhanyu Yang; Yunli Zhu (Neurocomputing, 2020)

Adaptive dynamic programming based event-triggered control for unknown continuous-time nonlinear systems with input constraints. - Shan Xue 004; Biao Luo 001; Derong Liu 001; Yueheng Li (Neurocomputing, 2020)

Deterministic policy gradient adaptive dynamic programming for model-free optimal control. - Yongwei Zhang 002; Bo Zhao 015; Derong Liu 001 (Neurocomputing, 2020)

Adaptive dynamic programming-based decentralised control for large-scale nonlinear systems subject to mismatched interconnections with unknown time-delay. - Qiuye Wu; Bo Zhao 015; Derong Liu 001 (Int. J. Syst. Sci., 2020)

Event-triggered constrained control with DHP implementation for nonaffine discrete-time systems. - Mingming Ha; Ding Wang 001; Derong Liu 001 (Inf. Sci., 2020)

Event-triggered adaptive dynamic programming for discrete-time multi-player games. - Ziyang Wang; Qinglai Wei; Derong Liu 001 (Inf. Sci., 2020)

Improved value iteration for neural-network-based stochastic optimal control design. - Mingming Liang; Ding Wang 001; Derong Liu 001 (Neural Networks, 2020)

Integral reinforcement learning based event-triggered control with input saturation. - Shan Xue 004; Biao Luo 001; Derong Liu 001 (Neural Networks, 2020)

Continuous-Time Time-Varying Policy Iteration. - Qinglai Wei; Zehua Liao; Zhanyu Yang; Benkai Li; Derong Liu 001 (IEEE Trans. Cybern., 2020)

Event-Triggered Decentralized Tracking Control of Modular Reconfigurable Robots Through Adaptive Dynamic Programming. - Bo Zhao 015; Derong Liu 001 (IEEE Trans. Ind. Electron., 2020)

Event-Triggered Optimal Control With Performance Guarantees Using Adaptive Dynamic Programming. - Biao Luo 001; Yin Yang 001; Derong Liu 001; Huai-Ning Wu (IEEE Trans. Neural Networks Learn. Syst., 2020)

Relaxed Stability Criteria for Neural Networks With Time-Varying Delay Using Extended Secondary Delay Partitioning and Equivalent Reciprocal Convex Combination Techniques. - Shenquan Wang; Wenchengyu Ji; Yulian Jiang; Derong Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Reinforcement Learning-Based Optimal Stabilization for Unknown Nonlinear Systems Subject to Inputs With Uncertain Constraints. - Bo Zhao 015; Derong Liu 001; Chaomin Luo (IEEE Trans. Neural Networks Learn. Syst., 2020)

Event-Triggered Adaptive Critic Control Design for Discrete-Time Constrained Nonlinear Systems. - Mingming Ha; Ding Wang 001; Derong Liu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Model-Free H∞ Optimal Tracking Control of Constrained Nonlinear Systems via an Iterative Adaptive Learning Algorithm. - Jiaxu Hou; Ding Wang 001; Derong Liu 001; Yun Zhang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Neuro-Optimal Control for Discrete Stochastic Processes via a Novel Policy Iteration Algorithm. - Mingming Liang; Ding Wang 001; Derong Liu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Editorial Special Issue on Adaptive Dynamic Programming and Reinforcement Learning. - Derong Liu 001; Frank L. Lewis; Qinglai Wei (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Event-Triggered Adaptive Dynamic Programming for Zero-Sum Game of Partially Unknown Continuous-Time Nonlinear Systems. - Shan Xue 004; Biao Luo 001; Derong Liu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Adaptive Synchronization of Delayed Memristive Neural Networks With Unknown Parameters. - Zhanyu Yang; Biao Luo 001; Derong Liu 001; Yueheng Li (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Integral Reinforcement Learning-Based Optimal Control for Nonzero-Sum Games of Multi-Player Input-Constrained Nonlinear Systems. - Bo Zhao 015; Qiuye Wu; Derong Liu 001 (ICRAI, 2021)

Neural-network-based discounted optimal control via an integrated value iteration with accuracy guarantee. - Mingming Ha; Ding Wang 001; Derong Liu 001 (Neural Networks, 2021)

Observer-based event-triggered control for zero-sum games of input constrained multi-player nonlinear systems. - Shunchao Zhang; Bo Zhao 015; Derong Liu 001; Yongwei Zhang 002 (Neural Networks, 2021)

Particle swarm optimized neural networks based local tracking control scheme of unknown nonlinear interconnected systems. - Bo Zhao 015; Fangchao Luo; Haowei Lin; Derong Liu 001 (Neural Networks, 2021)

Generalized value iteration for discounted optimal control with stability analysis. - Mingming Ha; Ding Wang 001; Derong Liu 001 (Syst. Control. Lett., 2021)

Event-triggered adaptive dynamic programming for multi-player zero-sum games with unknown dynamics. - Yongwei Zhang 002; Bo Zhao 015; Derong Liu 001 (Soft Comput., 2021)

Periodic Event-Triggered Suboptimal Control With Sampling Period and Performance Analysis. - Biao Luo 001; Tingwen Huang; Derong Liu 001 (IEEE Trans. Cybern., 2021)

Policy Iteration Q-Learning for Data-Based Two-Player Zero-Sum Game of Linear Discrete-Time Systems. - Biao Luo 001; Yin Yang 001; Derong Liu 001 (IEEE Trans. Cybern., 2021)

Sliding-Mode Surface-Based Approximate Optimal Control for Uncertain Nonlinear Systems With Asymptotically Stable Critic Structure. - Bo Zhao 015; Derong Liu 001; Cesare Alippi (IEEE Trans. Cybern., 2021)

Learning Control for Air Conditioning Systems via Human Expressions. - Qinglai Wei; Tao Li 058; Derong Liu 001 (IEEE Trans. Ind. Electron., 2021)

Event-Triggered Adaptive Dynamic Programming for Unmatched Uncertain Nonlinear Continuous-Time Systems. - Shan Xue 004; Biao Luo 001; Derong Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Robust Exponential Synchronization for Memristor Neural Networks With Nonidentical Characteristics by Pinning Control. - Yueheng Li; Biao Luo 001; Derong Liu 001; Yin Yang 001; Zhanyu Yang (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Adaptive Dynamic Programming for Control: A Survey and Recent Advances. - Derong Liu 001; Shan Xue 004; Bo Zhao 015; Biao Luo 001; Qinglai Wei (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Optimal Event-Triggered Impulsive Control for Stochastic Systems using ADP. - Mingming Liang; Derong Liu 001 (CACRE, 2022)

Particle Swarm optimization-Based Neuro-Dynamic Programming for Nonzero-Sum Games of Multi-Player Nonlinear Systems. - Qiuye Wu; Bo Zhao 015; Derong Liu 001 (RCAR, 2022)

CR-LSO: Convex Neural Architecture Optimization in the Latent Space of Graph Variational Autoencoder with Input Convex Neural Networks. - Xuan Rao; Bo Zhao 015; Xiaosong Yi; Derong Liu 001 (CoRR, 2022)

Discounted Iterative Adaptive Critic Designs With Novel Stability Analysis for Tracking Control. - Mingming Ha; Ding Wang 001; Derong Liu 001 (IEEE CAA J. Autom. Sinica, 2022)

Neural network-based event-triggered integral reinforcement learning for constrained H∞ tracking control with experience replay. - Shan Xue 004; Biao Luo 001; Derong Liu 001; Ying Gao 004 (Neurocomputing, 2022)

Adaptive critic designs for decentralised robust control of nonlinear interconnected systems via event-triggering mechanism. - Qiliang Luo; Shan Xue 004; Derong Liu 001 (Int. J. Syst. Sci., 2022)

DMPP: Differentiable multi-pruner and predictor for neural network pruning. - Jiaxin Li; Bo Zhao 015; Derong Liu 001 (Neural Networks, 2022)

Event-triggered integral reinforcement learning for nonzero-sum games with asymmetric input saturation. - Shan Xue 004; Biao Luo 001; Derong Liu 001; Ying Gao 004 (Neural Networks, 2022)

A New Approach to Finite-Horizon Optimal Control for Discrete-Time Affine Nonlinear Systems via a Pseudolinear Method. - Qinglai Wei; Liao Zhu; Tao Li 058; Derong Liu 001 (IEEE Trans. Autom. Control., 2022)

Offline and Online Adaptive Critic Control Designs With Stability Guarantee Through Value Iteration. - Mingming Ha; Ding Wang 001; Derong Liu 001 (IEEE Trans. Cybern., 2022)

Event-Triggered ADP for Tracking Control of Partially Unknown Constrained Uncertain Systems. - Shan Xue 004; Biao Luo 001; Derong Liu 001; Ying Gao 004 (IEEE Trans. Cybern., 2022)

Leader-Following Mean-Square Consensus of Stochastic Multiagent Systems With ROUs and RONs via Distributed Event-Triggered Impulsive Control. - Zhenhua Zhang; Shiguo Peng; Derong Liu 001; Yonghua Wang 001; Tao Chen 039 (IEEE Trans. Cybern., 2022)

Model-Free Adaptive Optimal Control for Unknown Nonlinear Multiplayer Nonzero-Sum Game. - Qinglai Wei; Liao Zhu; Ruizhuo Song; Pinjia Zhang; Derong Liu 001; Jun Xiao 005 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Policy Gradient Adaptive Critic Designs for Model-Free Optimal Tracking Control With Experience Replay. - Mingduo Lin; Bo Zhao 015; Derong Liu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Constrained Event-Triggered H∞ Control Based on Adaptive Dynamic Programming With Concurrent Learning. - Shan Xue 004; Biao Luo 001; Derong Liu 001; Yin Yang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Event-Triggered Control of Discrete-Time Zero-Sum Games via Deterministic Policy Gradient Adaptive Dynamic Programming. - Yongwei Zhang 002; Bo Zhao 015; Derong Liu 001; Shunchao Zhang (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Event-Triggered Constrained H∞ Control Using Concurrent Learning and ADP. - Shan Xue 004; Biao Luo 001; Derong Liu 001; Dongsheng Guo 001 (ICONIP (8), 2023)

Hierarchical Decision Problems for Non-Affine Multi-Player Systems. - Danyu Lin; Shan Xue 004; Derong Liu 001; Bo Zhao 015 (RCAR, 2023)

Event-triggered adaptive dynamic programming for decentralized tracking control of input constrained unknown nonlinear interconnected systems. - Qiuye Wu; Bo Zhao 015; Derong Liu 001; Marios M. Polycarpou (Neural Networks, 2023)

Adaptive Dynamic Programming-Based Event-Triggered Robust Control for Multiplayer Nonzero-Sum Games With Unknown Dynamics. - Yongwei Zhang 002; Bo Zhao 015; Derong Liu 001; Shunchao Zhang (IEEE Trans. Cybern., 2023)

Policy gradient adaptive dynamic programming for nonlinear discrete-time zero-sum games with unknown dynamics. - Mingduo Lin; Bo Zhao 015; Derong Liu 001 (Soft Comput., 2023)

Deep Learning-Based Trajectory Planning and Control for Autonomous Ground Vehicle Parking Maneuver. - Runqi Chai; Derong Liu 001; Tianhao Liu; Antonios Tsourdos; Yuanqing Xia; Senchun Chai (IEEE Trans Autom. Sci. Eng., 2023)

An Efficient Impulsive Adaptive Dynamic Programming Algorithm for Stochastic Systems. - Mingming Liang; Yonghua Wang 001; Derong Liu 001 (IEEE Trans. Cybern., 2023)

Fault tolerant control for a class of nonlinear systems with multiple faults using neuro-dynamic programming. - Chujian Zeng; Bo Zhao 015; Derong Liu 001 (Neurocomputing, 2023)

Adaptive dynamic programming-based hierarchical decision-making of non-affine systems. - Danyu Lin; Shan Xue 004; Derong Liu 001; Mingming Liang; Yonghua Wang 001 (Neural Networks, 2023)

A Novel Value Iteration Scheme With Adjustable Convergence Rate. - Mingming Ha; Ding Wang 001; Derong Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Adaptive Dynamic Programming-Based Cooperative Motion/Force Control for Modular Reconfigurable Manipulators: A Joint Task Assignment Approach. - Bo Zhao 015; Yongwei Zhang 002; Derong Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Event-Triggered Local Control for Nonlinear Interconnected Systems Through Particle Swarm Optimization-Based Adaptive Dynamic Programming. - Bo Zhao 015; Guang Shi; Derong Liu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Massive Multi-agent Mean-Field Game Using Online Federated Adaptive Critic-Density Learning. - Mingduo Lin; Guoling Yuan; Bo Zhao 015; Derong Liu 001 (ICONIP (4), 2024)

ENAO: Evolutionary Neural Architecture Optimization in the Approximate Continuous Latent Space of a Deep Generative Model. - Zheng Li; Xuan Rao; Shaojie Liu; Bo Zhao 015; Derong Liu 001 (IJCNN, 2024)

Temporal Normalization Flow for Probabilistic Time Series Forecasting. - Jiarui Ye; Bo Zhao 015; Derong Liu 001 (INDIN, 2024)

Uncertainty-based Continual Learning for Neural Networks with Low-rank Variance Matrices. - Xuan Rao; Bo Zhao 015; Derong Liu 001 (SMC, 2024)

Semi-supervised accuracy predictor-based multi-objective neural architecture search. - Songyi Xiao; Bo Zhao 015; Derong Liu 001 (Neurocomputing, 2024)

Event-Triggered Decentralized Integral Sliding Mode Control for Input-Constrained Nonlinear Large-Scale Systems With Actuator Failures. - Shunchao Zhang; Bo Zhao 015; Derong Liu 001; Yongwei Zhang 002 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Recent Progress in Reinforcement Learning and Adaptive Dynamic Programming for Advanced Control Applications. - Ding Wang 001; Ning Gao; Derong Liu 001; Jinna Li; Frank L. Lewis (IEEE CAA J. Autom. Sinica, 2024)

Dynamic compensator-based near-optimal control for unknown nonaffine systems via integral reinforcement learning. - Jinquan Lin; Bo Zhao 015; Derong Liu 001; Yonghua Wang 001 (Neurocomputing, 2024)

Event-Triggered Robust Adaptive Dynamic Programming for Multiplayer Stackelberg-Nash Games of Uncertain Nonlinear Systems. - Mingduo Lin; Bo Zhao 015; Derong Liu 001 (IEEE Trans. Cybern., 2024)

Stable approximate Q-learning under discounted cost for data-based adaptive tracking control. - Zhantao Liang; Mingming Ha; Derong Liu 001; Yonghua Wang 001 (Neurocomputing, 2024)

Liquid-Updating Impulsive Adaptive Dynamic Programming for Continuous Nonlinear Systems. - Mingming Liang; Derong Liu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

A Novel Online Adaptive Dynamic Programming Algorithm With Adjustable Convergence Rate. - Yonghua Wang 001; Zheliang Zhang; Yongwei Zhang 002; Mingming Liang; Derong Liu 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

Novel Discounted Adaptive Critic Control Designs With Accelerated Learning Formulation. - Mingming Ha; Ding Wang 001; Derong Liu 001 (IEEE Trans. Cybern., 2024)

Rapid Adaptation for Active Pantograph Control in High-Speed Railway via Deep Meta Reinforcement Learning. - Hui Wang 063; Zhigang Liu 001; Zhiwei Han; Yanbo Wu; Derong Liu 001 (IEEE Trans. Cybern., 2024)

Explainable Intelligent Fault Diagnosis for Nonlinear Dynamic Systems: From Unsupervised to Supervised Learning. - Hongtian Chen; Zhigang Liu 001; Cesare Alippi; Biao Huang 001; Derong Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Guest Editorial: Special Issue on Explainable Representation Learning-Based Intelligent Inspection and Maintenance of Complex Systems. - Zhigang Liu 001; Cesare Alippi; Hongtian Chen; Derong Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Safe Reinforcement Learning and Adaptive Optimal Control With Applications to Obstacle Avoidance Problem. - Ke Wang 037; Chaoxu Mu; Zhen Ni; Derong Liu 001 (IEEE Trans Autom. Sci. Eng., 2024)

Neuro-Optimal Event-Triggered Impulsive Control for Stochastic Systems via ADP. - Mingming Liang; Derong Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Distributed Fault Tolerant Consensus Control of Nonlinear Multiagent Systems via Adaptive Dynamic Programming. - Yongwei Zhang 002; Bo Zhao 015; Derong Liu 001; Shunchao Zhang (IEEE Trans. Neural Networks Learn. Syst., 2024)

MMID-Bench: A Comprehensive Benchmark for Multi-Domain Multi-Category Intrusion Detection. - Fujun Han; Peng Ye 006; Chunyan She; Shukai Duan 001; Lidan Wang 001; Derong Liu 001 (IEEE Trans. Intell. Veh., 2024)

Synchronization of Delayed Memristor-Based Neural Networks via Pinning Control With Local Information. - Zhanyu Yang; Bo Zhao 015; Derong Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Evolution-Guided Adaptive Dynamic Programming for Nonlinear Optimal Control. - Ding Wang 001; Haiming Huang; Derong Liu 001; Mingming Zhao; Junfei Qiao 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Adaptive Tracking Control for Underactuated Double Pendulum Overhead Cranes With Variable Cable Length. - Fuxing Yao; Ai-Guo Wu 001; Mehdi Golestani; Derong Liu 001; Guangren Duan 001; He Kong (IEEE Trans. Cybern., 2024)

Distributed Fault-Tolerant Consensus Control Based on Zero-Sum Differential Games for Nonlinear Multi-agent Systems. - Jiawen Li; Mingduo Lin; Bo Zhao 015; Derong Liu 001 (ISNN, 2025)

General multi-step value iteration for optimal learning control. - Ding Wang 001; Jiangyu Wang; Derong Liu 001; Junfei Qiao 001 (Autom., 2025)

Dynamic event-triggering adaptive dynamic programming for robust stabilization of partially unknown nonlinear systems. - Yishen Hong; Shan Xue 004; Derong Liu 001; Yonghua Wang 001 (Neurocomputing, 2025)

Improved cost function-based fault tolerant control for nonlinear systems with simultaneous faults. - Chujian Zeng; Bo Zhao 015; Derong Liu 001 (Neurocomputing, 2025)

Event-triggered robust hierarchical control for uncertain multiplayer Stackelberg games via adaptive dynamic programming. - Yongwei Zhang 002; Bo Zhao 015; Derong Liu 001; Marios M. Polycarpou; Shiguo Peng; Shunchao Zhang (Neurocomputing, 2025)

On robust learning of memory attractors with noisy deep associative memory networks. - Xuan Rao; Bo Zhao 015; Derong Liu 001 (Neural Networks, 2025)

Event-triggered control for input-constrained nonzero-sum games through particle swarm optimized neural networks. - Qiuye Wu; Bo Zhao 015; Derong Liu 001 (Neural Networks, 2025)

Relaxed Optimal Control With Self-Learning Horizon for Discrete-Time Stochastic Dynamics. - Ding Wang 001; Jiangyu Wang; Ao Liu 012; Derong Liu 001; Junfei Qiao 001 (IEEE Trans. Cybern., 2025)

Optimal Learning Output Tracking Control: A Model-Free Policy Optimization Method With Convergence Analysis. - Mingduo Lin; Bo Zhao 015; Derong Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Self-Triggered Approximate Optimal Neuro-Control for Nonlinear Systems Through Adaptive Dynamic Programming. - Bo Zhao 015; Shunchao Zhang; Derong Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

FX-DARTS: Designing Topology-unconstrained Architectures with Differentiable Architecture Search and Entropy-based Super-network Shrinking. - Xuan Rao; Bo Zhao 015; Derong Liu 001; Cesare Alippi (CoRR, 2025)

DNAD: Differentiable Neural Architecture Distillation. - Xuan Rao; Bo Zhao 015; Derong Liu 001 (CoRR, 2025)

Integral Reinforcement Learning-Based Dynamic Event-Triggered Nonzero-Sum Games of USVs. - Shan Xue 004; Weidong Zhang 004; Biao Luo 001; Derong Liu 001 (IEEE Trans. Cybern., 2025)

A Hybrid Adaptive Dynamic Programming for Optimal Tracking Control of USVs. - Shan Xue 004; Ning Zhao; Weidong Zhang 004; Biao Luo 001; Derong Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Dynamic Event-Triggered Control for Hierarchical Differential Games. - Shan Xue 004; Biao Luo 001; Weidong Zhang 004; Derong Liu 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2025)

Distributed Optimal Containment Control of Wheeled Mobile Robots via Adaptive Dynamic Programming. - Yongwei Zhang 002; Bo Zhao 015; Derong Liu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2025)