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ORCIDDerong Liu 0001
Person information
- affiliation: University of Science and Technology Beijing, School of Automation and Electrical Engineering, China
- affiliation: Guangdong University of Technology, School of Automation, Guangzhou, China
- affiliation: University of Illinois at Chicago, IL, USA
- affiliation (2010 - 2015): Chinese Academy of Sciences, Institute of Automation, State Key Laboratory of Management and Control for Complex Systems, Beijing, China
- affiliation (1995 - 1999): Stevens Institute of Technology, Department of Electrical and Computer Engineering, Hoboken, NJ, USA
- affiliation (PhD 1994): University of Notre Dame, IN, USA
Other persons with the same name
- Derong Liu — disambiguation page
- Derong Liu 0002
![[0000-0001-8949-6919]](https://dblp.org/img/orcid-mark.12x12.png "0000-0001-8949-6919")
— Cadence Design Systems, Inc., Austin, TX, USA (and 1 more)
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2020 – today
- 2025
[j273]Yongwei Zhang, Bo Zhao, Derong Liu, Marios M. Polycarpou, Shiguo Peng, Shunchao Zhang:
Event-triggered robust hierarchical control for uncertain multiplayer Stackelberg games via adaptive dynamic programming. Neurocomputing 616: 128873 (2025)- 2024
- [j272]Ding Wang, Ning Gao, Derong Liu, Jinna Li, Frank L. Lewis:
Recent Progress in Reinforcement Learning and Adaptive Dynamic Programming for Advanced Control Applications. IEEE CAA J. Autom. Sinica 11(1): 18-36 (2024) - [j271]Jinquan Lin, Bo Zhao, Derong Liu, Yonghua Wang:
Dynamic compensator-based near-optimal control for unknown nonaffine systems via integral reinforcement learning. Neurocomputing 564: 126973 (2024) - [j270]Zhantao Liang, Mingming Ha, Derong Liu, Yonghua Wang:
Stable approximate Q-learning under discounted cost for data-based adaptive tracking control. Neurocomputing 568: 127048 (2024) - [j269]Ke Wang, Chaoxu Mu, Zhen Ni, Derong Liu:
Safe Reinforcement Learning and Adaptive Optimal Control With Applications to Obstacle Avoidance Problem. IEEE Trans Autom. Sci. Eng. 21(3): 4599-4612 (2024) - [j268]Yonghua Wang, Zheliang Zhang, Yongwei Zhang, Mingming Liang, Derong Liu:
A Novel Online Adaptive Dynamic Programming Algorithm With Adjustable Convergence Rate. IEEE Trans. Circuits Syst. I Regul. Pap. 71(3): 1371-1384 (2024) - [j267]Mingduo Lin, Bo Zhao, Derong Liu:
Event-Triggered Robust Adaptive Dynamic Programming for Multiplayer Stackelberg-Nash Games of Uncertain Nonlinear Systems. IEEE Trans. Cybern. 54(1): 273-286 (2024) - [j266]Hui Wang, Zhigang Liu, Zhiwei Han, Yanbo Wu, Derong Liu:
Rapid Adaptation for Active Pantograph Control in High-Speed Railway via Deep Meta Reinforcement Learning. IEEE Trans. Cybern. 54(5): 2811-2823 (2024) - [j265]Mingming Ha, Ding Wang, Derong Liu:
Novel Discounted Adaptive Critic Control Designs With Accelerated Learning Formulation. IEEE Trans. Cybern. 54(5): 3003-3016 (2024) - [j264]Zhigang Liu, Cesare Alippi, Hongtian Chen, Derong Liu:
Guest Editorial: Special Issue on Explainable Representation Learning-Based Intelligent Inspection and Maintenance of Complex Systems. IEEE Trans. Neural Networks Learn. Syst. 35(5): 5819-5823 (2024) - [j263]Hongtian Chen, Zhigang Liu, Cesare Alippi, Biao Huang, Derong Liu:
Explainable Intelligent Fault Diagnosis for Nonlinear Dynamic Systems: From Unsupervised to Supervised Learning. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6166-6179 (2024) - [j262]Yongwei Zhang, Bo Zhao, Derong Liu, Shunchao Zhang:
Distributed Fault Tolerant Consensus Control of Nonlinear Multiagent Systems via Adaptive Dynamic Programming. IEEE Trans. Neural Networks Learn. Syst. 35(7): 9041-9053 (2024) - [j261]Mingming Liang, Derong Liu:
Neuro-Optimal Event-Triggered Impulsive Control for Stochastic Systems via ADP. IEEE Trans. Neural Networks Learn. Syst. 35(7): 9325-9339 (2024) - [j260]Zhanyu Yang, Bo Zhao, Derong Liu:
Synchronization of Delayed Memristor-Based Neural Networks via Pinning Control With Local Information. IEEE Trans. Neural Networks Learn. Syst. 35(10): 13619-13630 (2024) - [j259]Mingming Liang, Derong Liu:
Liquid-Updating Impulsive Adaptive Dynamic Programming for Continuous Nonlinear Systems. IEEE Trans. Syst. Man Cybern. Syst. 54(2): 716-728 (2024) - [j258]Shunchao Zhang, Bo Zhao, Derong Liu, Yongwei Zhang:
Event-Triggered Decentralized Integral Sliding Mode Control for Input-Constrained Nonlinear Large-Scale Systems With Actuator Failures. IEEE Trans. Syst. Man Cybern. Syst. 54(3): 1914-1925 (2024) - [j257]Ding Wang, Haiming Huang, Derong Liu, Mingming Zhao, Junfei Qiao:
Evolution-Guided Adaptive Dynamic Programming for Nonlinear Optimal Control. IEEE Trans. Syst. Man Cybern. Syst. 54(10): 6043-6054 (2024) - 2023
- [j256]Chujian Zeng, Bo Zhao, Derong Liu:
Fault tolerant control for a class of nonlinear systems with multiple faults using neuro-dynamic programming. Neurocomputing 553: 126502 (2023) - [j255]Qiuye Wu, Bo Zhao, Derong Liu, Marios M. Polycarpou:
Event-triggered adaptive dynamic programming for decentralized tracking control of input constrained unknown nonlinear interconnected systems. Neural Networks 157: 336-349 (2023) - [j254]Danyu Lin, Shan Xue, Derong Liu, Mingming Liang, Yonghua Wang:
Adaptive dynamic programming-based hierarchical decision-making of non-affine systems. Neural Networks 167: 331-341 (2023) - [j253]Mingduo Lin, Bo Zhao, Derong Liu:
Policy gradient adaptive dynamic programming for nonlinear discrete-time zero-sum games with unknown dynamics. Soft Comput. 27(9): 5781-5795 (2023) - [j252]Runqi Chai, Derong Liu, Tianhao Liu, Antonios Tsourdos, Yuanqing Xia, Senchun Chai:
Deep Learning-Based Trajectory Planning and Control for Autonomous Ground Vehicle Parking Maneuver. IEEE Trans Autom. Sci. Eng. 20(3): 1633-1647 (2023) - [j251]Yongwei Zhang, Bo Zhao, Derong Liu, Shunchao Zhang:
Adaptive Dynamic Programming-Based Event-Triggered Robust Control for Multiplayer Nonzero-Sum Games With Unknown Dynamics. IEEE Trans. Cybern. 53(8): 5151-5164 (2023) - [j250]Mingming Liang, Yonghua Wang, Derong Liu:
An Efficient Impulsive Adaptive Dynamic Programming Algorithm for Stochastic Systems. IEEE Trans. Cybern. 53(9): 5545-5559 (2023) - [j249]Mingming Ha, Ding Wang, Derong Liu:
A Novel Value Iteration Scheme With Adjustable Convergence Rate. IEEE Trans. Neural Networks Learn. Syst. 34(10): 7430-7442 (2023) - [j248]Bo Zhao, Yongwei Zhang, Derong Liu:
Adaptive Dynamic Programming-Based Cooperative Motion/Force Control for Modular Reconfigurable Manipulators: A Joint Task Assignment Approach. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10944-10954 (2023) - [j247]Bo Zhao, Guang Shi, Derong Liu:
Event-Triggered Local Control for Nonlinear Interconnected Systems Through Particle Swarm Optimization-Based Adaptive Dynamic Programming. IEEE Trans. Syst. Man Cybern. Syst. 53(12): 7342-7353 (2023) - [c140]Shan Xue, Biao Luo, Derong Liu, Dongsheng Guo:
Event-Triggered Constrained H∞ Control Using Concurrent Learning and ADP. ICONIP (8) 2023: 341-352 - [c139]Danyu Lin, Shan Xue, Derong Liu, Bo Zhao:
Hierarchical Decision Problems for Non-Affine Multi-Player Systems. RCAR 2023: 212-217 - 2022
- [j246]Mingming Ha, Ding Wang, Derong Liu:
Discounted Iterative Adaptive Critic Designs With Novel Stability Analysis for Tracking Control. IEEE CAA J. Autom. Sinica 9(7): 1262-1272 (2022) - [j245]Shan Xue, Biao Luo, Derong Liu, Ying Gao:
Neural network-based event-triggered integral reinforcement learning for constrained H∞ tracking control with experience replay. Neurocomputing 513: 25-35 (2022) - [j244]Qiliang Luo, Shan Xue, Derong Liu:
Adaptive critic designs for decentralised robust control of nonlinear interconnected systems via event-triggering mechanism. Int. J. Syst. Sci. 53(5): 1031-1047 (2022) - [j243]Jiaxin Li, Bo Zhao, Derong Liu:
DMPP: Differentiable multi-pruner and predictor for neural network pruning. Neural Networks 147: 103-112 (2022) - [j242]Shan Xue, Biao Luo, Derong Liu, Ying Gao:
Event-triggered integral reinforcement learning for nonzero-sum games with asymmetric input saturation. Neural Networks 152: 212-223 (2022) - [j241]Qinglai Wei, Liao Zhu, Tao Li, Derong Liu:
A New Approach to Finite-Horizon Optimal Control for Discrete-Time Affine Nonlinear Systems via a Pseudolinear Method. IEEE Trans. Autom. Control. 67(5): 2610-2617 (2022) - [j240]Zhenhua Zhang, Shiguo Peng, Derong Liu, Yonghua Wang, Tao Chen:
Leader-Following Mean-Square Consensus of Stochastic Multiagent Systems With ROUs and RONs via Distributed Event-Triggered Impulsive Control. IEEE Trans. Cybern. 52(3): 1836-1849 (2022) - [j239]Shan Xue, Biao Luo, Derong Liu, Ying Gao:
Event-Triggered ADP for Tracking Control of Partially Unknown Constrained Uncertain Systems. IEEE Trans. Cybern. 52(9): 9001-9012 (2022) - [j238]Mingming Ha, Ding Wang, Derong Liu:
Offline and Online Adaptive Critic Control Designs With Stability Guarantee Through Value Iteration. IEEE Trans. Cybern. 52(12): 13262-13274 (2022) - [j237]Qinglai Wei, Liao Zhu, Ruizhuo Song, Pinjia Zhang, Derong Liu, Jun Xiao:
Model-Free Adaptive Optimal Control for Unknown Nonlinear Multiplayer Nonzero-Sum Game. IEEE Trans. Neural Networks Learn. Syst. 33(2): 879-892 (2022) - [j236]Shan Xue, Biao Luo, Derong Liu, Yin Yang:
Constrained Event-Triggered H∞ Control Based on Adaptive Dynamic Programming With Concurrent Learning. IEEE Trans. Syst. Man Cybern. Syst. 52(1): 357-369 (2022) - [j235]Mingduo Lin, Bo Zhao, Derong Liu:
Policy Gradient Adaptive Critic Designs for Model-Free Optimal Tracking Control With Experience Replay. IEEE Trans. Syst. Man Cybern. Syst. 52(6): 3692-3703 (2022) - [j234]Yongwei Zhang, Bo Zhao, Derong Liu, Shunchao Zhang:
Event-Triggered Control of Discrete-Time Zero-Sum Games via Deterministic Policy Gradient Adaptive Dynamic Programming. IEEE Trans. Syst. Man Cybern. Syst. 52(8): 4823-4835 (2022) - [c138]Mingming Liang, Derong Liu:
Optimal Event-Triggered Impulsive Control for Stochastic Systems using ADP. CACRE 2022: 115-120 - [c137]Qiuye Wu, Bo Zhao, Derong Liu:
Particle Swarm optimization-Based Neuro-Dynamic Programming for Nonzero-Sum Games of Multi-Player Nonlinear Systems. RCAR 2022: 733-737 - [i3]Xuan Rao, Bo Zhao, Xiaosong Yi, Derong Liu:
CR-LSO: Convex Neural Architecture Optimization in the Latent Space of Graph Variational Autoencoder with Input Convex Neural Networks. CoRR abs/2211.05950 (2022) - 2021
- [j233]Bo Zhao, Fangchao Luo, Haowei Lin, Derong Liu:
Particle swarm optimized neural networks based local tracking control scheme of unknown nonlinear interconnected systems. Neural Networks 134: 54-63 (2021) - [j232]Shunchao Zhang, Bo Zhao, Derong Liu, Yongwei Zhang:
Observer-based event-triggered control for zero-sum games of input constrained multi-player nonlinear systems. Neural Networks 144: 101-112 (2021) - [j231]Mingming Ha, Ding Wang, Derong Liu:
Neural-network-based discounted optimal control via an integrated value iteration with accuracy guarantee. Neural Networks 144: 176-186 (2021) - [j230]Mingming Ha, Ding Wang, Derong Liu:
Generalized value iteration for discounted optimal control with stability analysis. Syst. Control. Lett. 147: 104847 (2021) - [j229]Yongwei Zhang, Bo Zhao, Derong Liu:
Event-triggered adaptive dynamic programming for multi-player zero-sum games with unknown dynamics. Soft Comput. 25(3): 2237-2251 (2021) - [j228]Biao Luo, Tingwen Huang, Derong Liu:
Periodic Event-Triggered Suboptimal Control With Sampling Period and Performance Analysis. IEEE Trans. Cybern. 51(3): 1253-1261 (2021) - [j227]Bo Zhao, Derong Liu, Cesare Alippi:
Sliding-Mode Surface-Based Approximate Optimal Control for Uncertain Nonlinear Systems With Asymptotically Stable Critic Structure. IEEE Trans. Cybern. 51(6): 2858-2869 (2021) - [j226]Biao Luo, Yin Yang, Derong Liu:
Policy Iteration Q-Learning for Data-Based Two-Player Zero-Sum Game of Linear Discrete-Time Systems. IEEE Trans. Cybern. 51(7): 3630-3640 (2021) - [j225]Qinglai Wei, Tao Li, Derong Liu:
Learning Control for Air Conditioning Systems via Human Expressions. IEEE Trans. Ind. Electron. 68(8): 7662-7671 (2021) - [j224]Shan Xue, Biao Luo, Derong Liu:
Event-Triggered Adaptive Dynamic Programming for Unmatched Uncertain Nonlinear Continuous-Time Systems. IEEE Trans. Neural Networks Learn. Syst. 32(7): 2939-2951 (2021) - [j223]Derong Liu, Shan Xue, Bo Zhao, Biao Luo, Qinglai Wei:
Adaptive Dynamic Programming for Control: A Survey and Recent Advances. IEEE Trans. Syst. Man Cybern. Syst. 51(1): 142-160 (2021) - [j222]Yueheng Li, Biao Luo, Derong Liu, Yin Yang, Zhanyu Yang:
Robust Exponential Synchronization for Memristor Neural Networks With Nonidentical Characteristics by Pinning Control. IEEE Trans. Syst. Man Cybern. Syst. 51(3): 1966-1980 (2021) - [c136]Bo Zhao, Qiuye Wu, Derong Liu:
Integral Reinforcement Learning-Based Optimal Control for Nonzero-Sum Games of Multi-Player Input-Constrained Nonlinear Systems. ICRAI 2021: 59-63 - 2020
- [j221]Xi Liu, Bo Zhao, Derong Liu:
Fault tolerant tracking control for nonlinear systems with actuator failures through particle swarm optimization-based adaptive dynamic programming. Appl. Soft Comput. 97(Part): 106766 (2020) - [j220]Haowei Lin, Bo Zhao, Derong Liu, Cesare Alippi:
Data-based fault tolerant control for affine nonlinear systems through particle swarm optimized neural networks. IEEE CAA J. Autom. Sinica 7(4): 954-964 (2020) - [j219]Yueheng Li, Biao Luo, Derong Liu, Zhanyu Yang, Yunli Zhu:
Adaptive synchronization of memristor-based neural networks with discontinuous activations. Neurocomputing 381: 196-206 (2020) - [j218]Yongwei Zhang, Bo Zhao, Derong Liu:
Deterministic policy gradient adaptive dynamic programming for model-free optimal control. Neurocomputing 387: 40-50 (2020) - [j217]Shan Xue, Biao Luo, Derong Liu, Yueheng Li:
Adaptive dynamic programming based event-triggered control for unknown continuous-time nonlinear systems with input constraints. Neurocomputing 396: 191-200 (2020) - [j216]Qiuye Wu, Bo Zhao, Derong Liu:
Adaptive dynamic programming-based decentralised control for large-scale nonlinear systems subject to mismatched interconnections with unknown time-delay. Int. J. Syst. Sci. 51(15): 2883-2898 (2020) - [j215]Ziyang Wang, Qinglai Wei, Derong Liu:
Event-triggered adaptive dynamic programming for discrete-time multi-player games. Inf. Sci. 506: 457-470 (2020) - [j214]Mingming Ha, Ding Wang, Derong Liu:
Event-triggered constrained control with DHP implementation for nonaffine discrete-time systems. Inf. Sci. 519: 110-123 (2020) - [j213]Mingming Liang, Ding Wang, Derong Liu:
Improved value iteration for neural-network-based stochastic optimal control design. Neural Networks 124: 280-295 (2020) - [j212]Shan Xue, Biao Luo, Derong Liu:
Integral reinforcement learning based event-triggered control with input saturation. Neural Networks 131: 144-153 (2020) - [j211]Qinglai Wei, Zehua Liao, Zhanyu Yang, Benkai Li, Derong Liu:
Continuous-Time Time-Varying Policy Iteration. IEEE Trans. Cybern. 50(12): 4958-4971 (2020) - [j210]Bo Zhao, Derong Liu:
Event-Triggered Decentralized Tracking Control of Modular Reconfigurable Robots Through Adaptive Dynamic Programming. IEEE Trans. Ind. Electron. 67(4): 3054-3064 (2020) - [j209]Biao Luo, Yin Yang, Derong Liu, Huai-Ning Wu:
Event-Triggered Optimal Control With Performance Guarantees Using Adaptive Dynamic Programming. IEEE Trans. Neural Networks Learn. Syst. 31(1): 76-88 (2020) - [j208]Shenquan Wang, Wenchengyu Ji, Yulian Jiang, Derong Liu:
Relaxed Stability Criteria for Neural Networks With Time-Varying Delay Using Extended Secondary Delay Partitioning and Equivalent Reciprocal Convex Combination Techniques. IEEE Trans. Neural Networks Learn. Syst. 31(10): 4157-4169 (2020) - [j207]Bo Zhao, Derong Liu, Chaomin Luo:
Reinforcement Learning-Based Optimal Stabilization for Unknown Nonlinear Systems Subject to Inputs With Uncertain Constraints. IEEE Trans. Neural Networks Learn. Syst. 31(10): 4330-4340 (2020) - [j206]Zhanyu Yang, Biao Luo, Derong Liu, Yueheng Li:
Adaptive Synchronization of Delayed Memristive Neural Networks With Unknown Parameters. IEEE Trans. Syst. Man Cybern. Syst. 50(2): 539-549 (2020) - [j205]Mingming Ha, Ding Wang, Derong Liu:
Event-Triggered Adaptive Critic Control Design for Discrete-Time Constrained Nonlinear Systems. IEEE Trans. Syst. Man Cybern. Syst. 50(9): 3158-3168 (2020) - [j204]Shan Xue, Biao Luo, Derong Liu:
Event-Triggered Adaptive Dynamic Programming for Zero-Sum Game of Partially Unknown Continuous-Time Nonlinear Systems. IEEE Trans. Syst. Man Cybern. Syst. 50(9): 3189-3199 (2020) - [j203]Derong Liu, Frank L. Lewis, Qinglai Wei:
Editorial Special Issue on Adaptive Dynamic Programming and Reinforcement Learning. IEEE Trans. Syst. Man Cybern. Syst. 50(11): 3944-3947 (2020) - [j202]Mingming Liang, Ding Wang, Derong Liu:
Neuro-Optimal Control for Discrete Stochastic Processes via a Novel Policy Iteration Algorithm. IEEE Trans. Syst. Man Cybern. Syst. 50(11): 3972-3985 (2020) - [j201]Jiaxu Hou, Ding Wang, Derong Liu, Yun Zhang:
Model-Free H∞ Optimal Tracking Control of Constrained Nonlinear Systems via an Iterative Adaptive Learning Algorithm. IEEE Trans. Syst. Man Cybern. Syst. 50(11): 4097-4108 (2020) - [c135]Bo Zhao, Jiaxu Hou, Ping Guo, Derong Liu, Yancai Xu:
Approximate Optimal Control of Nonlinear Systems with Mismatched Perturbations Based on Asymptotically Stable Critic Neural Network. ICCDE 2020: 60-64
2010 – 2019
- 2019
- [j200]Tingwen Huang, El-Sayed M. El-Alfy, Derong Liu:
Special issue on Neural Information Processing for Optimization and Applications. Appl. Soft Comput. 82 (2019) - [j199]Guang Shi, Bo Zhao, Chao Li, Qinglai Wei, Derong Liu:
An echo state network based approach to room classification of office buildings. Neurocomputing 333: 319-328 (2019) - [j198]Xiong Yang, Haibo He, Derong Liu:
Event-Triggered Optimal Neuro-Controller Design With Reinforcement Learning for Unknown Nonlinear Systems. IEEE Trans. Syst. Man Cybern. Syst. 49(9): 1866-1878 (2019) - [j197]Biao Luo, Derong Liu, Tingwen Huang, Jiangjiang Liu:
Output Tracking Control Based on Adaptive Dynamic Programming With Multistep Policy Evaluation. IEEE Trans. Syst. Man Cybern. Syst. 49(10): 2155-2165 (2019) - [c134]Qiuye Wu, Haowei Lin, Bo Zhao, Derong Liu:
Local Near-Optimal Control for Interconnected Systems with Time-Varying Delays. ICONIP (2) 2019: 458-468 - [c133]Yueheng Li, Biao Luo, Derong Liu, Zhe Dong, Zhanyu Yang:
Pinning Control for Synchronization of Drive-Response Memristive Neural Networks with Nonidentical Parameters. IJCNN 2019: 1-8 - [c132]Guang Shi, Chao Li, Bo Zhao, Qinglai Wei, Derong Liu:
Distributed Adaptive Dynamic Programming Algorithm for Office Energy Control with Multiple Batteries. IJCNN 2019: 1-6 - [c131]Ziyang Wang, Qinglai Wei, Derong Liu, Yanhong Luo:
Event-Triggered Adaptive Control for Discrete-Time Zero-Sum Games. IJCNN 2019: 1-7 - 2018
- [j196]Derong Liu, Yancai Xu, Qinglai Wei, Xinliang Liu:
Residential energy scheduling for variable weather solar energy based on adaptive dynamic programming. IEEE CAA J. Autom. Sinica 5(1): 36-46 (2018) - [j195]Yueheng Li, Biao Luo, Derong Liu, Zhanyu Yang:
Robust synchronization of memristive neural networks with strong mismatch characteristics via pinning control. Neurocomputing 289: 144-154 (2018) - [j194]Hongwen Ma, Ding Wang, Derong Liu:
Connectivity preservation of second-order nonlinear multiagent systems with hybrid event-driven and time-driven control. Int. J. Syst. Sci. 49(7): 1368-1382 (2018) - [j193]Ding Wang, Derong Liu, Yun Zhang, Hongyi Li:
Neural network robust tracking control with adaptive critic framework for uncertain nonlinear systems. Neural Networks 97: 11-18 (2018) - [j192]Ding Wang, Derong Liu:
Neural robust stabilization via event-triggering mechanism and adaptive learning technique. Neural Networks 102: 27-35 (2018) - [j191]Hongwen Ma, Derong Liu, Ding Wang, Xiong Yang, Hongliang Li:
Distributed algorithm for dissensus of a class of networked multiagent systems using output information. Soft Comput. 22(1): 273-282 (2018) - [j190]Biao Luo, Yin Yang, Derong Liu:
Adaptive Q-Learning for Data-Based Optimal Output Regulation With Experience Replay. IEEE Trans. Cybern. 48(12): 3337-3348 (2018) - [j189]Ding Wang, Haibo He, Derong Liu:
Intelligent Optimal Control With Critic Learning for a Nonlinear Overhead Crane System. IEEE Trans. Ind. Informatics 14(7): 2932-2940 (2018) - [j188]Hongliang Li, Derong Liu, Ding Wang:
Manifold Regularized Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 29(4): 932-943 (2018) - [j187]Qinglai Wei, Derong Liu, Qiao Lin, Ruizhuo Song:
Adaptive Dynamic Programming for Discrete-Time Zero-Sum Games. IEEE Trans. Neural Networks Learn. Syst. 29(4): 957-969 (2018) - [j186]Ding Wang, Chaoxu Mu, Derong Liu, Hongwen Ma:
On Mixed Data and Event Driven Design for Adaptive-Critic-Based Nonlinear H∞ Control. IEEE Trans. Neural Networks Learn. Syst. 29(4): 993-1005 (2018) - [j185]Ding Wang, Derong Liu, Chaoxu Mu, Yun Zhang:
Neural Network Learning and Robust Stabilization of Nonlinear Systems With Dynamic Uncertainties. IEEE Trans. Neural Networks Learn. Syst. 29(4): 1342-1351 (2018) - [j184]Dongbin Zhao, Derong Liu, Frank L. Lewis, José C. Príncipe, Stefano Squartini:
Special Issue on Deep Reinforcement Learning and Adaptive Dynamic Programming. IEEE Trans. Neural Networks Learn. Syst. 29(6): 2038-2041 (2018) - [j183]Biao Luo, Derong Liu, Huai-Ning Wu:
Adaptive Constrained Optimal Control Design for Data-Based Nonlinear Discrete-Time Systems With Critic-Only Structure. IEEE Trans. Neural Networks Learn. Syst. 29(6): 2099-2111 (2018) - [j182]Ding Wang, Derong Liu:
Learning and Guaranteed Cost Control With Event-Based Adaptive Critic Implementation. IEEE Trans. Neural Networks Learn. Syst. 29(12): 6004-6014 (2018) - [j181]Chao Li, Derong Liu, Ding Wang:
Data-Based Optimal Control for Weakly Coupled Nonlinear Systems Using Policy Iteration. IEEE Trans. Syst. Man Cybern. Syst. 48(4): 511-521 (2018) - [j180]Qinglai Wei, Frank L. Lewis, Derong Liu, Ruizhuo Song, Hanquan Lin:
Discrete-Time Local Value Iteration Adaptive Dynamic Programming: Convergence Analysis. IEEE Trans. Syst. Man Cybern. Syst. 48(6): 875-891 (2018) - [j179]Bo Zhao, Ding Wang, Guang Shi, Derong Liu, Yuanchun Li:
Decentralized Control for Large-Scale Nonlinear Systems With Unknown Mismatched Interconnections via Policy Iteration. IEEE Trans. Syst. Man Cybern. Syst. 48(10): 1725-1735 (2018) - [c130]Shan Xue, Biao Luo, Derong Liu, Yueheng Li:
Event-Triggered Adaptive Dynamic Programming for Continuous-Time Nonlinear Two-Player Zero-Sum Game. ICONIP (7) 2018: 15-25 - [c129]Bo Zhao, Derong Liu, Mingming Ha, Ding Wang, Yancai Xu, Qinglai Wei:
Local Tracking Control for Unknown Interconnected Systems via Neuro-Dynamic Programming. ICONIP (7) 2018: 258-268 - [p1]Bhaskar DasGupta, Derong Liu, Hava T. Siegelmann:
Neural Networks. Handbook of Approximation Algorithms and Metaheuristics (1) 2018: 345-359 - 2017
- [j178]Shenquan Wang, Yulian Jiang, Yuanchun Li, Derong Liu:
Fault detection and control co-design for discrete-time delayed fuzzy networked control systems subject to quantization and multiple packet dropouts. Fuzzy Sets Syst. 306: 1-25 (2017) - [j177]Qinglai Wei, Derong Liu, Yu Liu, Ruizhuo Song:
Optimal constrained self-learning battery sequential management in microgrid via adaptive dynamic programming. IEEE CAA J. Autom. Sinica 4(2): 168-176 (2017) - [j176]Bo Zhao, Yuanchun Li, Derong Liu:
Self-tuned local feedback gain based decentralized fault tolerant control for a class of large-scale nonlinear systems. Neurocomputing 235: 147-156 (2017) - [j175]Yuzhu Huang, Ding Wang, Derong Liu:
Bounded robust control design for uncertain nonlinear systems using single-network adaptive dynamic programming. Neurocomputing 266: 128-140 (2017) - [j174]Qiao Lin, Qinglai Wei, Derong Liu:
A novel optimal tracking control scheme for a class of discrete-time nonlinear systems using generalised policy iteration adaptive dynamic programming algorithm. Int. J. Syst. Sci. 48(3): 525-534 (2017) - [j173]Bo Zhao, Derong Liu, Xiong Yang, Yuanchun Li:
Observer-critic structure-based adaptive dynamic programming for decentralised tracking control of unknown large-scale nonlinear systems. Int. J. Syst. Sci. 48(9): 1978-1989 (2017) - [j172]Bo Zhao, Derong Liu, Yuanchun Li:
Observer based adaptive dynamic programming for fault tolerant control of a class of nonlinear systems. Inf. Sci. 384: 21-33 (2017) - [j171]Biao Luo, Derong Liu, Tingwen Huang, Xiong Yang, Hongwen Ma:
Multi-step heuristic dynamic programming for optimal control of nonlinear discrete-time systems. Inf. Sci. 411: 66-83 (2017) - [j170]Zhanyu Yang, Biao Luo, Derong Liu, Yueheng Li:
Pinning synchronization of memristor-based neural networks with time-varying delays. Neural Networks 93: 143-151 (2017) - [j169]Guang Shi, Qinglai Wei, Derong Liu:
Optimization of electricity consumption in office buildings based on adaptive dynamic programming. Soft Comput. 21(21): 6369-6379 (2017) - [j168]Biao Luo, Derong Liu, Huai-Ning Wu, Ding Wang, Frank L. Lewis:
Policy Gradient Adaptive Dynamic Programming for Data-Based Optimal Control. IEEE Trans. Cybern. 47(10): 3341-3354 (2017) - [j167]Qinglai Wei, Derong Liu, Qiao Lin, Ruizhuo Song:
Discrete-Time Optimal Control via Local Policy Iteration Adaptive Dynamic Programming. IEEE Trans. Cybern. 47(10): 3367-3379 (2017) - [j166]Ding Wang, Haibo He, Derong Liu:
Improving the Critic Learning for Event-Based Nonlinear H∞ Control Design. IEEE Trans. Cybern. 47(10): 3417-3428 (2017) - [j165]Ding Wang, Haibo He, Derong Liu:
Adaptive Critic Nonlinear Robust Control: A Survey. IEEE Trans. Cybern. 47(10): 3429-3451 (2017) - [j164]Qinglai Wei, Derong Liu, Frank L. Lewis, Yu Liu, Jie Zhang:
Mixed Iterative Adaptive Dynamic Programming for Optimal Battery Energy Control in Smart Residential Microgrids. IEEE Trans. Ind. Electron. 64(5): 4110-4120 (2017) - [j163]Zhuo Wang, Renquan Lu, Furong Gao, Derong Liu:
An Indirect Data-Driven Method for Trajectory Tracking Control of a Class of Nonlinear Discrete-Time Systems. IEEE Trans. Ind. Electron. 64(5): 4121-4129 (2017) - [j162]Ding Wang, Haibo He, Chaoxu Mu, Derong Liu:
Intelligent Critic Control With Disturbance Attenuation for Affine Dynamics Including an Application to a Microgrid System. IEEE Trans. Ind. Electron. 64(6): 4935-4944 (2017) - [j161]Ding Wang, Haibo He, Xiangnan Zhong, Derong Liu:
Event-Driven Nonlinear Discounted Optimal Regulation Involving a Power System Application. IEEE Trans. Ind. Electron. 64(10): 8177-8186 (2017) - [j160]Qinglai Wei, Derong Liu, Qiao Lin:
Discrete-Time Local Value Iteration Adaptive Dynamic Programming: Admissibility and Termination Analysis. IEEE Trans. Neural Networks Learn. Syst. 28(11): 2490-2502 (2017) - [j159]Pengfei Yan, Ding Wang, Hongliang Li, Derong Liu:
Error Bound Analysis of Q-Function for Discounted Optimal Control Problems With Policy Iteration. IEEE Trans. Syst. Man Cybern. Syst. 47(7): 1207-1216 (2017) - [j158]Ding Wang, Chaoxu Mu, Haibo He, Derong Liu:
Event-Driven Adaptive Robust Control of Nonlinear Systems With Uncertainties Through NDP Strategy. IEEE Trans. Syst. Man Cybern. Syst. 47(7): 1358-1370 (2017) - [j157]Ding Wang, Chaoxu Mu, Xiong Yang, Derong Liu:
Event-Based Constrained Robust Control of Affine Systems Incorporating an Adaptive Critic Mechanism. IEEE Trans. Syst. Man Cybern. Syst. 47(7): 1602-1612 (2017) - [c128]Ding Wang, Chaoxu Mu, Derong Liu:
Adaptive critic designs for solving event-based H∞ control problems. ACC 2017: 2435-2440 - [c127]Guang Shi, Derong Liu, Qinglai Wei:
Optimal management of office energy consumption via Q-learning algorithm. ACC 2017: 3318-3322 - [c126]Chunping Shi, Qinglai Wei, Derong Liu:
Partially-Directed-Topology-Based Consensus Control for Linear Multi-agent Systems. ICONIP (6) 2017: 147-156 - [c125]Zhanyu Yang, Biao Luo, Derong Liu:
Synchronization of Memristor-Based Time-Delayed Neural Networks via Pinning Control. ICONIP (3) 2017: 699-708 - [c124]Ziyang Wang, Qinglai Wei, Derong Liu:
An Event-Triggered Heuristic Dynamic Programming Algorithm for Discrete-Time Nonlinear Systems. ICONIP (1) 2017: 741-748 - [c123]Bo Zhao, Xinliang Liu, Derong Liu, Yuanchun Li:
Neuro-control of Nonlinear Systems with Unknown Input Constraints. ICONIP (1) 2017: 778-788 - [c122]Qinglai Wei, Yancai Xu, Qiao Lin, Derong Liu, Ruizhuo Song:
Local Policy Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems. ISNN (2) 2017: 148-153 - [c121]Bo Zhao, Derong Liu, Yuanchun Li:
Data-based robust near-optimal decentralized stabilization of unknown large-scale systems. SSCI 2017: 1-6 - [e18]Derong Liu, Shengli Xie, Yuanqing Li, Dongbin Zhao, El-Sayed M. El-Alfy:
Neural Information Processing - 24th International Conference, ICONIP 2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part I. Lecture Notes in Computer Science 10634, Springer 2017, ISBN 978-3-319-70086-1 [contents] - [e17]Derong Liu, Shengli Xie, Yuanqing Li, Dongbin Zhao, El-Sayed M. El-Alfy:
Neural Information Processing - 24th International Conference, ICONIP 2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10635, Springer 2017, ISBN 978-3-319-70095-3 [contents] - [e16]Derong Liu, Shengli Xie, Yuanqing Li, Dongbin Zhao, El-Sayed M. El-Alfy:
Neural Information Processing - 24th International Conference, ICONIP 2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part III. Lecture Notes in Computer Science 10636, Springer 2017, ISBN 978-3-319-70089-2 [contents] - [e15]Derong Liu, Shengli Xie, Yuanqing Li, Dongbin Zhao, El-Sayed M. El-Alfy:
Neural Information Processing - 24th International Conference, ICONIP 2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part IV. Lecture Notes in Computer Science 10637, Springer 2017, ISBN 978-3-319-70092-2 [contents] - [e14]Derong Liu, Shengli Xie, Yuanqing Li, Dongbin Zhao, El-Sayed M. El-Alfy:
Neural Information Processing - 24th International Conference, ICONIP 2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part V. Lecture Notes in Computer Science 10638, Springer 2017, ISBN 978-3-319-70138-7 [contents] - [e13]Derong Liu, Shengli Xie, Yuanqing Li, Dongbin Zhao, El-Sayed M. El-Alfy:
Neural Information Processing - 24th International Conference, ICONIP 2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part VI. Lecture Notes in Computer Science 10639, Springer 2017, ISBN 978-3-319-70135-6 [contents] - 2016
- [j156]Pengfei Yan, Derong Liu, Ding Wang, Hongwen Ma:
Data-driven controller design for general MIMO nonlinear systems via virtual reference feedback tuning and neural networks. Neurocomputing 171: 815-825 (2016) - [j155]Ding Wang, Hongwen Ma, Derong Liu:
Distributed control algorithm for bipartite consensus of the nonlinear time-delayed multi-agent systems with neural networks. Neurocomputing 174: 928-936 (2016) - [j154]Xiong Yang, Derong Liu, Qinglai Wei, Ding Wang:
Guaranteed cost neural tracking control for a class of uncertain nonlinear systems using adaptive dynamic programming. Neurocomputing 198: 80-90 (2016) - [j153]Ding Wang, Derong Liu, Chaoxu Mu, Hongwen Ma:
Decentralized guaranteed cost control of interconnected systems with uncertainties: A learning-based optimal control strategy. Neurocomputing 214: 297-306 (2016) - [j152]Ding Wang, Chaoxu Mu, Qichao Zhang, Derong Liu:
Event-based input-constrained nonlinear H∞ state feedback with adaptive critic and neural implementation. Neurocomputing 214: 848-856 (2016) - [j151]Guang Shi, Derong Liu, Qinglai Wei:
Energy consumption prediction of office buildings based on echo state networks. Neurocomputing 216: 478-488 (2016) - [j150]Hongwen Ma, Derong Liu, Ding Wang, Biao Luo:
Bipartite output consensus in networked multi-agent systems of high-order power integrators with signed digraph and input noises. Int. J. Syst. Sci. 47(13): 3116-3131 (2016) - [j149]Hanquan Lin, Qinglai Wei, Derong Liu, Hongwen Ma:
Adaptive tracking control of leader-following linear multi-agent systems with external disturbances. Int. J. Syst. Sci. 47(13): 3167-3179 (2016) - [j148]Xiong Yang, Derong Liu, Hongwen Ma, Yancai Xu:
Online approximate solution of HJI equation for unknown constrained-input nonlinear continuous-time systems. Inf. Sci. 328: 435-454 (2016) - [j147]Ding Wang, Chao Li, Derong Liu, Chaoxu Mu:
Data-based robust optimal control of continuous-time affine nonlinear systems with matched uncertainties. Inf. Sci. 366: 121-133 (2016) - [j146]Xiong Yang, Derong Liu, Biao Luo, Chao Li:
Data-based robust adaptive control for a class of unknown nonlinear constrained-input systems via integral reinforcement learning. Inf. Sci. 369: 731-747 (2016) - [j145]Qinglai Wei, Derong Liu, Yancai Xu:
Neuro-optimal tracking control for a class of discrete-time nonlinear systems via generalized value iteration adaptive dynamic programming approach. Soft Comput. 20(2): 697-706 (2016) - [j144]Ding Wang, Derong Liu, Hongliang Li, Hongwen Ma, Chao Li:
A neural-network-based online optimal control approach for nonlinear robust decentralized stabilization. Soft Comput. 20(2): 707-716 (2016) - [j143]Qinglai Wei, Derong Liu, Hanquan Lin:
Value Iteration Adaptive Dynamic Programming for Optimal Control of Discrete-Time Nonlinear Systems. IEEE Trans. Cybern. 46(3): 840-853 (2016) - [j142]Biao Luo, Derong Liu, Tingwen Huang, Ding Wang:
Model-Free Optimal Tracking Control via Critic-Only Q-Learning. IEEE Trans. Neural Networks Learn. Syst. 27(10): 2134-2144 (2016) - [j141]Ding Wang, Derong Liu, Hongliang Li, Biao Luo, Hongwen Ma:
An Approximate Optimal Control Approach for Robust Stabilization of a Class of Discrete-Time Nonlinear Systems With Uncertainties. IEEE Trans. Syst. Man Cybern. Syst. 46(5): 713-717 (2016) - [j140]Hongwen Ma, Zhuo Wang, Ding Wang, Derong Liu, Pengfei Yan, Qinglai Wei:
Neural-Network-Based Distributed Adaptive Robust Control for a Class of Nonlinear Multiagent Systems With Time Delays and External Noises. IEEE Trans. Syst. Man Cybern. Syst. 46(6): 750-758 (2016) - [j139]Ding Wang, Derong Liu, Qichao Zhang, Dongbin Zhao:
Data-Based Adaptive Critic Designs for Nonlinear Robust Optimal Control With Uncertain Dynamics. IEEE Trans. Syst. Man Cybern. Syst. 46(11): 1544-1555 (2016) - [c120]Chao Li, Ding Wang, Derong Liu, Haibo He:
Policy iteration for optimal control of weakly coupled nonlinear systems with completely unknown dynamics. ACC 2016: 5722-5727 - [c119]Ding Wang, Chaoxu Mu, Haibo He, Derong Liu:
Adaptive-critic-based event-driven nonlinear robust state feedback. CDC 2016: 5813-5818 - [c118]Shenquan Wang, Yulian Jiang, Yuanchun Li, Derong Liu:
Improvement of reliable H∞ control for discrete-time fuzzy systems with time-varying delays. FUZZ-IEEE 2016: 1167-1172 - [c117]Ding Wang, Hongwen Ma, Derong Liu, Huidong Wang:
Neural Dynamic Programming for Event-Based Nonlinear Adaptive Robust Stabilization. ICONIP (1) 2016: 149-157 - [c116]Bo Zhao, Ding Wang, Guang Shi, Derong Liu, Yuanchun Li:
Decentralized Stabilization for Nonlinear Systems with Unknown Mismatched Interconnections. ICONIP (3) 2016: 185-192 - [c115]Qinglai Wei, Derong Liu:
Optimal Constrained Neuro-Dynamic Programming Based Self-learning Battery Management in Microgrids. ICONIP (3) 2016: 193-201 - [c114]Biao Luo, Derong Liu, Tingwen Huang, Chao Li:
Data-Based Optimal Tracking Control of Nonaffine Nonlinear Discrete-Time Systems. ICONIP (4) 2016: 573-581 - [c113]Bo Zhao, Derong Liu, Yuanchun Li, Guang Shi:
Adaptive dynamic programming based fault compensation control for nonlinear systems with actuator failures. IJCNN 2016: 3530-3535 - [c112]Qinglai Wei, Derong Liu:
Optimal self-learning control scheme for discrete-time nonlinear systems using local value iteration. IJCNN 2016: 3544-3549 - [c111]Chao Li, Ding Wang, Derong Liu:
Neural-network-based robust optimal control of uncertain nonlinear systems using model-free policy iteration algorithm. IJCNN 2016: 4545-4550 - [c110]Guang Shi, Qinglai Wei, Derong Liu:
An adaptive dynamic programming based method for optimization of electricity consumption in office buildings. IJCNN 2016: 4551-4556 - [c109]Hongwen Ma, Derong Liu, Ding Wang:
Distributed control of second-order nonlinear time-delayed multiagent systems with disturbance using neural networks. IJCNN 2016: 5263-5268 - [c108]Qinglai Wei, Derong Liu:
Discrete-Time Two-Player Zero-Sum Games for Nonlinear Systems Using Iterative Adaptive Dynamic Programming. ISNN 2016: 269-276 - [c107]Qinglai Wei, Ruizhuo Song, Yancai Xu, Derong Liu:
Iterative Q-learning-based nonlinear optimal tracking control. SSCI 2016: 1-5 - [e12]Akira Hirose, Seiichi Ozawa, Kenji Doya, Kazushi Ikeda, Minho Lee, Derong Liu:
Neural Information Processing - 23rd International Conference, ICONIP 2016, Kyoto, Japan, October 16-21, 2016, Proceedings, Part I. Lecture Notes in Computer Science 9947, 2016, ISBN 978-3-319-46686-6 [contents] - [e11]Akira Hirose, Seiichi Ozawa, Kenji Doya, Kazushi Ikeda, Minho Lee, Derong Liu:
Neural Information Processing - 23rd International Conference, ICONIP 2016, Kyoto, Japan, October 16-21, 2016, Proceedings, Part II. Lecture Notes in Computer Science 9948, 2016, ISBN 978-3-319-46671-2 [contents] - [e10]Akira Hirose, Seiichi Ozawa, Kenji Doya, Kazushi Ikeda, Minho Lee, Derong Liu:
Neural Information Processing - 23rd International Conference, ICONIP 2016, Kyoto, Japan, October 16-21, 2016, Proceedings, Part III. Lecture Notes in Computer Science 9949, 2016, ISBN 978-3-319-46674-3 [contents] - [e9]Akira Hirose, Seiichi Ozawa, Kenji Doya, Kazushi Ikeda, Minho Lee, Derong Liu:
Neural Information Processing - 23rd International Conference, ICONIP 2016, Kyoto, Japan, October 16-21, 2016, Proceedings, Part IV. Lecture Notes in Computer Science 9950, 2016, ISBN 978-3-319-46680-4 [contents] - 2015
- [j138]Qinglai Wei, Derong Liu:
A novel policy iteration based deterministic Q-learning for discrete-time nonlinear systems. Sci. China Inf. Sci. 58(12): 1-15 (2015) - [j137]Derong Liu, Chin-Teng Lin, Kay Chen Tan, Graham Kendall, Angelo Cangelosi:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 10(1): 16-17 (2015) - [j136]Derong Liu, Chin-Teng Lin, Kay Chen Tan, Graham Kendall, Angelo Cangelosi:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 10(3): 5-7 (2015) - [j135]Derong Liu, Chin-Teng Lin, Kay Chen Tan, Graham Kendall, Angelo Cangelosi:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 10(4): 7-9 (2015) - [j134]Derong Liu, Hong-Liang Li, Ding Wang:
Feature selection and feature learning for high-dimensional batch reinforcement learning: A survey. Int. J. Autom. Comput. 12(3): 229-242 (2015) - [j133]Shenquan Wang, Yulian Jiang, Yuanchun Li, Derong Liu:
Reliable observer-based H∞ control for discrete-time fuzzy systems with time-varying delays and stochastic actuator faults via scaled small gain theorem. Neurocomputing 147: 251-259 (2015) - [j132]Qinglai Wei, Derong Liu:
Neural-network-based adaptive optimal tracking control scheme for discrete-time nonlinear systems with approximation errors. Neurocomputing 149: 106-115 (2015) - [j131]Yuanheng Zhu, Dongbin Zhao, Derong Liu:
Convergence analysis and application of fuzzy-HDP for nonlinear discrete-time HJB systems. Neurocomputing 149: 124-131 (2015) - [j130]Hongwen Ma, Derong Liu, Ding Wang, Fuxiao Tan, Chao Li:
Centralized and decentralized event-triggered control for group consensus with fixed topology in continuous time. Neurocomputing 161: 267-276 (2015) - [j129]Derong Liu, Chao Li, Hongliang Li, Ding Wang, Hongwen Ma:
Neural-network-based decentralized control of continuous-time nonlinear interconnected systems with unknown dynamics. Neurocomputing 165: 90-98 (2015) - [j128]Stefano Squartini, Derong Liu, Francesco Piazza, Dongbin Zhao, Haibo He:
Computational Energy Management in Smart Grids. Neurocomputing 170: 267-269 (2015) - [j127]Qinglai Wei, Derong Liu, Frank L. Lewis:
Optimal distributed synchronization control for continuous-time heterogeneous multi-agent differential graphical games. Inf. Sci. 317: 96-113 (2015) - [j126]Biao Luo, Huai-Ning Wu, Tingwen Huang, Derong Liu:
Reinforcement learning solution for HJB equation arising in constrained optimal control problem. Neural Networks 71: 150-158 (2015) - [j125]Derong Liu, Xiong Yang, Ding Wang, Qinglai Wei:
Reinforcement-Learning-Based Robust Controller Design for Continuous-Time Uncertain Nonlinear Systems Subject to Input Constraints. IEEE Trans. Cybern. 45(7): 1372-1385 (2015) - [j124]Qinglai Wei, Derong Liu, Guang Shi:
A Novel Dual Iterative Q-Learning Method for Optimal Battery Management in Smart Residential Environments. IEEE Trans. Ind. Electron. 62(4): 2509-2518 (2015) - [j123]Qinglai Wei, Derong Liu, Guang Shi, Yu Liu:
Multibattery Optimal Coordination Control for Home Energy Management Systems via Distributed Iterative Adaptive Dynamic Programming. IEEE Trans. Ind. Electron. 62(7): 4203-4214 (2015) - [j122]Derong Liu:
TNNLS Call for Reviewers and Special Issues. IEEE Trans. Neural Networks Learn. Syst. 26(1): 1-6 (2015) - [j121]Qinglai Wei, Derong Liu, Xiong Yang:
Infinite Horizon Self-Learning Optimal Control of Nonaffine Discrete-Time Nonlinear Systems. IEEE Trans. Neural Networks Learn. Syst. 26(4): 866-879 (2015) - [j120]Derong Liu, Hongliang Li, Ding Wang:
Error Bounds of Adaptive Dynamic Programming Algorithms for Solving Undiscounted Optimal Control Problems. IEEE Trans. Neural Networks Learn. Syst. 26(6): 1323-1334 (2015) - [j119]Derong Liu:
Farewell Editorial: Smooth Transition of IEEE TNNLS. IEEE Trans. Neural Networks Learn. Syst. 26(12): 2986 (2015) - [j118]Derong Liu, Qinglai Wei, Pengfei Yan:
Generalized Policy Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems. IEEE Trans. Syst. Man Cybern. Syst. 45(12): 1577-1591 (2015) - [c106]Ding Wang, Derong Liu, Hongliang Li, Hongwen Ma:
Adaptive dynamic programming for infinite horizon optimal robust guaranteed cost control of a class of uncertain nonlinear systems. ACC 2015: 2900-2905 - [c105]Hongwen Ma, Ding Wang, Derong Liu, Chao Li:
Continuous-time group consensus using distributed event-triggered control. ICACI 2015: 174-178 - [c104]Chao Li, Hongliang Li, Derong Liu:
Neural-network-based finite horizon optimal control for partially unknown linear continuous-time systems. ICACI 2015: 201-206 - [c103]Xiong Yang, Derong Liu, Qinglai Wei:
Robust Tracking Control of Uncertain Nonlinear Systems Using Adaptive Dynamic Programming. ICONIP (3) 2015: 9-16 - [c102]Hongwen Ma, Derong Liu, Ding Wang:
Distributed Control for Nonlinear Time-Delayed Multi-Agent Systems with Connectivity Preservation Using Neural Networks. ICONIP (3) 2015: 34-42 - [c101]Hongliang Li, Derong Liu, Ding Wang:
Approximate policy iteration with unsupervised feature learning based on manifold regularization. IJCNN 2015: 1-6 - [c100]Pengfei Yan, Derong Liu, Ding Wang:
Data-driven virtual reference controller design for high-order nonlinear systems via neural network. IJCNN 2015: 1-7 - [c99]Qinglai Wei, Derong Liu:
A New Discrete-Time Iterative Adaptive Dynamic Programming Algorithm Based on Q-Learning. ISNN 2015: 43-52 - [c98]Biao Luo, Derong Liu, Xiong Yang, Hongwen Ma:
H ∞ Control Synthesis for Linear Parabolic PDE Systems with Model-Free Policy Iteration. ISNN 2015: 81-90 - 2014
- [j117]Biao Luo, Huai-Ning Wu, Tingwen Huang, Derong Liu:
Data-based approximate policy iteration for affine nonlinear continuous-time optimal control design. Autom. 50(12): 3281-3290 (2014) - [j116]Derong Liu, Chin-Teng Lin, Garry Greenwood, Simon Lucas, Zhengyou Zhang:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 9(1): 15-18 (2014) - [j115]Derong Liu, Chin-Teng Lin, Garry Greenwood, Simon Lucas, Zhengyou Zhang:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 9(3): 6-11 (2014) - [j114]Yingying Ma, Derong Liu:
Optimal multiband joint detection in cognitive radio networks with the Taguchi method. Int. J. Commun. Syst. 27(12): 3619-3639 (2014) - [j113]Xiong Yang, Derong Liu, Ding Wang:
Reinforcement learning for adaptive optimal control of unknown continuous-time nonlinear systems with input constraints. Int. J. Control 87(3): 553-566 (2014) - [j112]Yuzhu Huang, Derong Liu:
Neural-network-based optimal tracking control scheme for a class of unknown discrete-time nonlinear systems using iterative ADP algorithm. Neurocomputing 125: 46-56 (2014) - [j111]Bin Wang, Dongbin Zhao, Cesare Alippi, Derong Liu:
Dual Heuristic dynamic Programming for nonlinear discrete-time uncertain systems with state delay. Neurocomputing 134: 222-229 (2014) - [j110]Ding Wang, Derong Liu, Hongliang Li, Hongwen Ma:
Neural-network-based robust optimal control design for a class of uncertain nonlinear systems via adaptive dynamic programming. Inf. Sci. 282: 167-179 (2014) - [j109]Derong Liu, Pengfei Yan, Qinglai Wei:
Data-based analysis of discrete-time linear systems in noisy environment: Controllability and observability. Inf. Sci. 288: 314-329 (2014) - [j108]Qinglai Wei, Derong Liu:
Stable iterative adaptive dynamic programming algorithm with approximation errors for discrete-time nonlinear systems. Neural Comput. Appl. 24(6): 1355-1367 (2014) - [j107]Xiong Yang, Derong Liu, Ding Wang, Qinglai Wei:
Discrete-time online learning control for a class of unknown nonaffine nonlinear systems using reinforcement learning. Neural Networks 55: 30-41 (2014) - [j106]Dehua Zhang, Derong Liu, Ding Wang:
Approximate optimal solution of the DTHJB equation for a class of nonlinear affine systems with unknown dead-zone constraints. Soft Comput. 18(2): 349-357 (2014) - [j105]Ding Wang, Derong Liu, Hongliang Li:
Policy Iteration Algorithm for Online Design of Robust Control for a Class of Continuous-Time Nonlinear Systems. IEEE Trans Autom. Sci. Eng. 11(2): 627-632 (2014) - [j104]Hongliang Li, Derong Liu, Ding Wang:
Integral Reinforcement Learning for Linear Continuous-Time Zero-Sum Games With Completely Unknown Dynamics. IEEE Trans Autom. Sci. Eng. 11(3): 706-714 (2014) - [j103]Qinglai Wei, Derong Liu:
Adaptive Dynamic Programming for Optimal Tracking Control of Unknown Nonlinear Systems With Application to Coal Gasification. IEEE Trans Autom. Sci. Eng. 11(4): 1020-1036 (2014) - [j102]Qinglai Wei, Derong Liu:
A Novel Iterative $\theta $-Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems. IEEE Trans Autom. Sci. Eng. 11(4): 1176-1190 (2014) - [j101]Qinglai Wei, Fei-Yue Wang, Derong Liu, Xiong Yang:
Finite-Approximation-Error-Based Discrete-Time Iterative Adaptive Dynamic Programming. IEEE Trans. Cybern. 44(12): 2820-2833 (2014) - [j100]Derong Liu, Ding Wang, Fei-Yue Wang, Hongliang Li, Xiong Yang:
Neural-Network-Based Online HJB Solution for Optimal Robust Guaranteed Cost Control of Continuous-Time Uncertain Nonlinear Systems. IEEE Trans. Cybern. 44(12): 2834-2847 (2014) - [j99]Qinglai Wei, Derong Liu:
Data-Driven Neuro-Optimal Temperature Control of Water-Gas Shift Reaction Using Stable Iterative Adaptive Dynamic Programming. IEEE Trans. Ind. Electron. 61(11): 6399-6408 (2014) - [j98]Zhuo Wang, Derong Liu:
Stability Analysis for a Class of Systems: From Model-Based Methods to Data-Driven Methods. IEEE Trans. Ind. Electron. 61(11): 6463-6471 (2014) - [j97]Derong Liu:
Editorial TNNLS Special Issues and Editorial Board Changes. IEEE Trans. Neural Networks Learn. Syst. 25(1): 1-8 (2014) - [j96]Derong Liu, Ding Wang, Hongliang Li:
Decentralized Stabilization for a Class of Continuous-Time Nonlinear Interconnected Systems Using Online Learning Optimal Control Approach. IEEE Trans. Neural Networks Learn. Syst. 25(2): 418-428 (2014) - [j95]Derong Liu, Qinglai Wei:
Policy Iteration Adaptive Dynamic Programming Algorithm for Discrete-Time Nonlinear Systems. IEEE Trans. Neural Networks Learn. Syst. 25(3): 621-634 (2014) - [j94]Huaguang Zhang, Zhanshan Wang, Derong Liu:
A Comprehensive Review of Stability Analysis of Continuous-Time Recurrent Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 25(7): 1229-1262 (2014) - [j93]Cesare Alippi, Derong Liu, Dongbin Zhao, Li Bu:
Detecting and Reacting to Changes in Sensing Units: The Active Classifier Case. IEEE Trans. Syst. Man Cybern. Syst. 44(3): 353-362 (2014) - [j92]Derong Liu, Hongliang Li, Ding Wang:
Online Synchronous Approximate Optimal Learning Algorithm for Multi-Player Non-Zero-Sum Games With Unknown Dynamics. IEEE Trans. Syst. Man Cybern. Syst. 44(8): 1015-1027 (2014) - [j91]Shu Wang, Derong Liu:
A Truthful Multi-Channel Double Auction Mechanism for Heterogeneous Spectrums. Wirel. Pers. Commun. 77(3): 1677-1697 (2014) - [c97]Qinglai Wei, Derong Liu, Guang Shi, Yu Liu, Qiang Guan:
Optimal self-learning battery control in smart residential grids by iterative Q-learning algorithm. ADPRL 2014: 1-7 - [c96]Qinglai Wei, Derong Liu, Xiong Yang:
Discrete-Time Nonlinear Generalized Policy Iteration for Optimal Control Using Neural Networks. ICONIP (1) 2014: 389-396 - [c95]Hongwen Ma, Derong Liu, Ding Wang, Hongliang Li:
Output-based high-order bipartite consensus under directed antagonistic networks. IEEE IA 2014: 16-21 - [c94]Xiong Yang, Derong Liu, Qinglai Wei:
Near-optimal online control of uncertain nonlinear continuous-time systems based on concurrent learning. IJCNN 2014: 231-238 - [c93]Fuxiao Tan, Derong Liu, Xinping Guan, Bin Luo:
Unmanned aerial vehicles (UAV) heading optimal tracking control using online kernel-based HDP algorithm. IJCNN 2014: 2683-2689 - [c92]Hongliang Li, Derong Liu, Ding Wang, Chao Li:
Data-driven iterative adaptive dynamic programming algorithm for approximate optimal control of unknown nonlinear systems. IJCNN 2014: 3265-3271 - [c91]Xiong Yang, Derong Liu, Qinglai Wei:
Reinforcement-Learning-Based Controller Design for Nonaffine Nonlinear Systems. ISNN 2014: 51-58 - [i2]Biao Luo, Derong Liu, Tingwen Huang:
Q-learning for Optimal Control of Continuous-time Systems. CoRR abs/1410.2954 (2014) - 2013
- [j90]Derong Liu, Chin-Teng Lin, Garry Greenwood, Simon Lucas, Zhengyou Zhang:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 8(1): 9-11 (2013) - [j89]Derong Liu, Chin-Teng Lin, Garry Greenwood, Simon Lucas, Zhengyou Zhang:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 8(2): 12-14 (2013) - [j88]Derong Liu, Chin-Teng Lin, Garry Greenwood, Simon Lucas, Zhengyou Zhang:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 8(4): 4-5 (2013) - [j87]Matteo Boaro, Danilo Fuselli, Francesco De Angelis, Derong Liu, Qinglai Wei, Francesco Piazza:
Adaptive Dynamic Programming Algorithm for Renewable Energy Scheduling and Battery Management. Cogn. Comput. 5(2): 264-277 (2013) - [j86]Derong Liu, Yuzhu Huang, Ding Wang, Qinglai Wei:
Neural-network-observer-based optimal control for unknown nonlinear systems using adaptive dynamic programming. Int. J. Control 86(9): 1554-1566 (2013) - [j85]Derong Liu, Hongliang Li, Ding Wang:
Neural-network-based zero-sum game for discrete-time nonlinear systems via iterative adaptive dynamic programming algorithm. Neurocomputing 110: 92-100 (2013) - [j84]Ding Wang, Derong Liu:
Neuro-optimal control for a class of unknown nonlinear dynamic systems using SN-DHP technique. Neurocomputing 121: 218-225 (2013) - [j83]Derong Liu, Ding Wang, Xiong Yang:
An iterative adaptive dynamic programming algorithm for optimal control of unknown discrete-time nonlinear systems with constrained inputs. Inf. Sci. 220: 331-342 (2013) - [j82]Zhuo Wang, Derong Liu:
Data-based stability analysis of a class of nonlinear discrete-time systems. Inf. Sci. 235: 36-44 (2013) - [j81]Ding Wang, Derong Liu, Dongbin Zhao, Yuzhu Huang, Dehua Zhang:
A neural-network-based iterative GDHP approach for solving a class of nonlinear optimal control problems with control constraints. Neural Comput. Appl. 22(2): 219-227 (2013) - [j80]Ting Huang, Derong Liu:
A self-learning scheme for residential energy system control and management. Neural Comput. Appl. 22(2): 259-269 (2013) - [j79]Derong Liu, Xiong Yang, Hongliang Li:
Adaptive optimal control for a class of continuous-time affine nonlinear systems with unknown internal dynamics. Neural Comput. Appl. 23(7-8): 1843-1850 (2013) - [j78]Dongbin Zhao, Cesare Alippi, Derong Liu, Huaguang Zhang:
Special issue on intelligent control and information processing. Soft Comput. 17(11): 1967-1969 (2013) - [j77]Dongbin Zhao, Bin Wang, Derong Liu:
A supervised Actor-Critic approach for adaptive cruise control. Soft Comput. 17(11): 2089-2099 (2013) - [j76]Derong Liu, Qinglai Wei:
Finite-Approximation-Error-Based Optimal Control Approach for Discrete-Time Nonlinear Systems. IEEE Trans. Cybern. 43(2): 779-789 (2013) - [j75]Zhuo Wang, Derong Liu:
A Data-Based State Feedback Control Method for a Class of Nonlinear Systems. IEEE Trans. Ind. Informatics 9(4): 2284-2292 (2013) - [j74]Derong Liu, Charles Anderson, Ahmad Taher Azar, Giorgio Battistelli, Eduardo Bayro-Corrochano, Cristiano Cervellera, David A. Elizondo, Maurizio Filippone, Giorgio Gnecco, Xiaolin Hu, Tingwen Huang, Weifeng Liu, Wenlian Lu, Ana Maria Madureira, Igor Skrjanc, Thomas Villmann, Q. M. Jonathan Wu, Shengli Xie, Dong Xu:
Editorial A Successful Change From TNN to TNNLS and a Very Successful Year. IEEE Trans. Neural Networks Learn. Syst. 24(1): 1-7 (2013) - [c90]Xiong Yang, Derong Liu, Qinglai Wei:
Neuro-Optimal Control of Unknown Nonaffine Nonlinear Systems with Saturating Actuators. ICONS 2013: 574-579 - [c89]Qinglai Wei, Derong Liu:
A New Self-Learning Optimal Control Scheme for Discrete-Time Nonlinear Systems Using Policy Iterative Adaptive Dynamic Programming. ICONS 2013: 580-585 - [c88]Hongliang Li, Derong Liu, Ding Wang:
Adaptive Dynamic Programming for Solving Non-Zero-Sum Differential Games. ICONS 2013: 586-591 - [c87]Hongliang Li, Derong Liu, Ding Wang:
Integral Policy Iteration for Zero-Sum Games with Completely Unknown Nonlinear Dynamics. ICONIP (1) 2013: 225-232 - [c86]Xiong Yang, Derong Liu, Ding Wang:
Observer-Based Adaptive Output Feedback Control for Nonaffine Nonlinear Discrete-Time Systems Using Reinforcement Learning. ICONIP (1) 2013: 631-638 - [c85]Qinglai Wei, Derong Liu:
Stable iterative optimal control for discrete-time nonlinear systems using numerical controller. ICVES 2013: 185-188 - [c84]Yuzhu Huang, Derong Liu, Qinglai Wei:
Convergence analysis of continuous-time systems based on feedforward neural networks. ISCAS 2013: 2095-2098 - [c83]Qinglai Wei, Derong Liu:
Optimal Tracking Control Scheme for Discrete-Time Nonlinear Systems with Approximation Errors. ISNN (2) 2013: 1-10 - [c82]Derong Liu, Yuzhu Huang, Qinglai Wei:
Neural Network H ∞ Tracking Control of Nonlinear Systems Using GHJI Method. ISNN (2) 2013: 186-195 - [e8]Derong Liu, Cesare Alippi, Dongbin Zhao, Amir Hussain:
Advances in Brain Inspired Cognitive Systems - 6th International Conference, BICS 2013, Beijing, China, June 9-11, 2013. Proceedings. Lecture Notes in Computer Science 7888, Springer 2013, ISBN 978-3-642-38785-2 [contents] - [i1]Biao Luo, Huai-Ning Wu, Tingwen Huang, Derong Liu:
Data-based approximate policy iteration for nonlinear continuous-time optimal control design. CoRR abs/1311.0396 (2013) - 2012
- [j73]Sibel Senan, Sabri Arik, Derong Liu:
New robust stability results for bidirectional associative memory neural networks with multiple time delays. Appl. Math. Comput. 218(23): 11472-11482 (2012) - [j72]Ding Wang, Derong Liu, Qinglai Wei, Dongbin Zhao, Ning Jin:
Optimal control of unknown nonaffine nonlinear discrete-time systems based on adaptive dynamic programming. Autom. 48(8): 1825-1832 (2012) - [j71]Derong Liu, Chin-Teng Lin, Garry Greenwood, Simon Lucas, Zhengyou Zhang:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 7(1): 6-7 (2012) - [j70]Derong Liu, Chin-Teng Lin, Garry Greenwood, Simon Lucas, Zhengyou Zhang:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 7(2): 11-12 (2012) - [j69]Derong Liu, Chin-Teng Lin, Garry Greenwood, Simon Lucas, Zhengyou Zhang:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 7(3): 11-12 (2012) - [j68]Derong Liu, Chin-Teng Lin, Garry Greenwood, Simon Lucas, Zhengyou Zhang:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 7(4): 13-14 (2012) - [j67]Ding Wang, Derong Liu, Qinglai Wei:
Finite-horizon neuro-optimal tracking control for a class of discrete-time nonlinear systems using adaptive dynamic programming approach. Neurocomputing 78(1): 14-22 (2012) - [j66]Qinglai Wei, Derong Liu:
An iterative ϵ-optimal control scheme for a class of discrete-time nonlinear systems with unfixed initial state. Neural Networks 32: 236-244 (2012) - [j65]Derong Liu, Ding Wang, Dongbin Zhao, Qinglai Wei, Ning Jin:
Neural-Network-Based Optimal Control for a Class of Unknown Discrete-Time Nonlinear Systems Using Globalized Dual Heuristic Programming. IEEE Trans Autom. Sci. Eng. 9(3): 628-634 (2012) - [j64]Bart Baesens, Pantelis Bouboulis, Sergio Cruces, Carlotta Domeniconi, Shiro Ikeda, Xuelong Li, Patricia Melin, Vadrevu Sree Hari Rao, Björn W. Schuller, Yi Shen, Huajin Tang, Cong Wang, Jian Yang, Derong Zhao, Derong Liu:
Neural Networks and Learning Systems Come Together. IEEE Trans. Neural Networks Learn. Syst. 23(1): 1-6 (2012) - [c81]Dehua Zhang, Derong Liu, Qinglai Wei:
Nearly Optimal Control for Nonlinear Systems with Dead-Zone Control Input Based on the Iterative ADP Approach. ICONIP (1) 2012: 127-134 - [c80]Yuzhu Huang, Derong Liu, Qinglai Wei:
Generalized Hamilton-Jacobi-Isaacs Formulation-Based Neural Network H ∞ Control for Constrained Input Nonlinear Systems. ICONIP (1) 2012: 218-225 - [c79]Derong Liu, Hongliang Li, Ding Wang:
H∞ control of unknown discrete-time nonlinear systems with control constraints using adaptive dynamic programming. IJCNN 2012: 1-6 - [c78]Qinglai Wei, Derong Liu:
Adaptive dynamic programming with stable value iteration algorithm for discrete-time nonlinear systems. IJCNN 2012: 1-6 - [c77]Danilo Fuselli, Francesco De Angelis, Matteo Boaro, Derong Liu, Qinglai Wei, Stefano Squartini, Francesco Piazza:
Optimal Battery Management with ADHDP in Smart Home Environments. ISNN (2) 2012: 355-364 - [c76]Yuzhu Huang, Derong Liu, Qinglai Wei:
Temperature Control in Water-Gas Shift Reaction with Adaptive Dynamic Programming. ISNN (2) 2012: 478-487 - [c75]Qinglai Wei, Derong Liu:
Self-learning Control Schemes for Two-Person Zero-Sum Differential Games of Continuous-Time Nonlinear Systems with Saturating Controllers. ISNN (2) 2012: 534-543 - [c74]Yingying Ma, Derong Liu:
Optimal Cooperative Spectrum Sensing in Cognitive Radio with Taguchi Method. VTC Fall 2012: 1-5 - [e7]Huaguang Zhang, Amir Hussain, Derong Liu, Zhanshan Wang:
Advances in Brain Inspired Cognitive Systems - 5th International Conference, BICS 2012, Shenyang, China, July 11-14, 2012. Proceedings. Lecture Notes in Computer Science 7366, Springer 2012, ISBN 978-3-642-31560-2 [contents] - 2011
- [j63]Huaguang Zhang, Qinglai Wei, Derong Liu:
An iterative adaptive dynamic programming method for solving a class of nonlinear zero-sum differential games. Autom. 47(1): 207-214 (2011) - [j62]Derong Liu, Nikhil Pal, Garry Greenwood, Zhengyou Zhang:
[CIS Publication Spotlight]. IEEE Comput. Intell. Mag. 6(1): 11-16 (2011) - [j61]Derong Liu, Chin-Teng Lin, Garry Greenwood, Simon Lucas, Zhengyou Zhang:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 6(2): 15-62 (2011) - [j60]Derong Liu, Chin-Teng Lin, Garry Greenwood, Simon Lucas, Zhengyou Zhang:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 6(3): 10-11 (2011) - [j59]Derong Liu, Chin-Teng Lin, Garry Greenwood, Simon Lucas, Zhengyou Zhang:
CIS Publication Spotlight. IEEE Comput. Intell. Mag. 6(4): 11-12 (2011) - [j58]Ting Huang, Hossein Javaherian, Derong Liu:
Nonlinear Torque and Air-to-Fuel Ratio Control of SPARK Ignition Engines Using Neuro-Sliding Mode Techniques. Int. J. Neural Syst. 21(3): 213-224 (2011) - [j57]Bin Ning, Tao Tang, Hairong Dong, Ding Wen, Derong Liu, Shigen Gao, Jing Wang:
An Introduction to Parallel Control and Management for High-Speed Railway Systems. IEEE Trans. Intell. Transp. Syst. 12(4): 1473-1483 (2011) - [j56]Fei-Yue Wang, N. Jin, Derong Liu, Q. Wei:
Adaptive Dynamic Programming for Finite-Horizon Optimal Control of Discrete-Time Nonlinear Systems With varepsilon-Error Bound. IEEE Trans. Neural Networks 22(1): 24-36 (2011) - [j55]Derong Liu:
Editorial: The Blossoming of the IEEE Transactions on Neural Networks. IEEE Trans. Neural Networks 22(12): 1850 (2011) - [j54]Zhuo Wang, Derong Liu:
Data-Based Controllability and Observability Analysis of Linear Discrete-Time Systems. IEEE Trans. Neural Networks 22(12): 2388-2392 (2011) - [c73]Derong Liu, Ding Wang, Dongbin Zhao:
Adaptive dynamic programming for optimal control of unknown nonlinear discrete-time systems. ADPRL 2011: 242-249 - [c72]Derong Liu, Ding Wang, Dongbin Zhao:
Neural-network-based optimal control for a class of nonlinear cdiscrete-time systems with control constraints using the citerative GDHP algorithm. IJCNN 2011: 53-60 - [c71]Qinglai Wei, Derong Liu:
Optimal control for discrete-time nonlinear systems with unfixed initial state using adaptive dynamic programming. IJCNN 2011: 61-67 - [c70]Ting Huang, Derong Liu:
Residential energy system control and management using adaptive dynamic programming. IJCNN 2011: 119-124 - [c69]Qinglai Wei, Ding Wang, Derong Liu:
Finite Horizon Optimal Tracking Control for a Class of Discrete-Time Nonlinear Systems. ISNN (2) 2011: 620-629 - [c68]Ding Wang, Derong Liu:
Optimal Control for a Class of Unknown Nonlinear Systems via the Iterative GDHP Algorithm. ISNN (2) 2011: 630-639 - [e6]Derong Liu, Huaguang Zhang, Marios M. Polycarpou, Cesare Alippi, Haibo He:
Advances in Neural Networks - ISNN 2011 - 8th International Symposium on Neural Networks, ISNN 2011, Guilin, China, May 29-June 1, 2011, Proceedings, Part I. Lecture Notes in Computer Science 6675, Springer 2011, ISBN 978-3-642-21104-1 [contents] - [e5]Derong Liu, Huaguang Zhang, Marios M. Polycarpou, Cesare Alippi, Haibo He:
Advances in Neural Networks - ISNN 2011 - 8th International Symposium on Neural Networks, ISNN 2011, Guilin, China, May 29-June 1, 2011, Proceedings, Part II. Lecture Notes in Computer Science 6676, Springer 2011, ISBN 978-3-642-21089-1 [contents] - [e4]Derong Liu, Huaguang Zhang, Marios M. Polycarpou, Cesare Alippi, Haibo He:
Advances in Neural Networks - ISNN 2011 - 8th International Symposium on Neural Networks, ISNN 2011, Guilin, China, May 29-June 1, 2011, Proceedings, Part III. Lecture Notes in Computer Science 6677, Springer 2011, ISBN 978-3-642-21110-2 [contents] - 2010
- [j53]Derong Liu, Nikhil Pal, Garry Greenwood, Simon Lucas, Zhengyou Zhang:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 5(1): 5-7 (2010) - [j52]Derong Liu, Nikhil Pal, Garry Greenwood, Simon Lucas, Zhengyou Zhang:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 5(2): 13-14 (2010) - [j51]Derong Liu, Nikhil Pal, Garry Greenwood, Simon Lucas, Zhengyou Zhang:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 5(3): 7-8 (2010) - [j50]Derong Liu, Nikhil Pal, Garry Greenwood, Simon Lucas, Zhengyou Zhang:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 5(4): 10-11 (2010) - [j49]Derong Liu:
Editorial: the IEEE transactions on neural networks 2010 and beyond. IEEE Trans. Neural Networks 21(1): 1-2 (2010) - [c67]Qinglai Wei, Derong Liu:
An iterative ADP approach for solving a class of nonlinear zero-sum differential games. ICNSC 2010: 279-285 - [c66]Fuxiao Tan, Derong Liu, Xinping Guan:
Output synchronization of multiple mobile agents. ICNSC 2010: 325-330 - [c65]Derong Liu, Qinglai Wei:
Adaptive dynamic programming for a class of discrete-time non-affine nonlinear systems with time-delays. IJCNN 2010: 1-6
2000 – 2009
- 2009
- [j48]Fei-Yue Wang, Huaguang Zhang, Derong Liu:
Adaptive Dynamic Programming: An Introduction. IEEE Comput. Intell. Mag. 4(2): 39-47 (2009) - [j47]Derong Liu, Zhongyu Pang, Zhuo Wang:
Epileptic Seizure Prediction by a System of Particle Filter Associated with a Neural Network. EURASIP J. Adv. Signal Process. 2009 (2009) - [j46]Huaguang Zhang, Zhanshan Wang, Derong Liu:
Global Asymptotic Stability and Robust Stability of a Class of Cohen-Grossberg Neural Networks With Mixed Delays. IEEE Trans. Circuits Syst. I Regul. Pap. 56-I(3): 616-629 (2009) - [j45]Chonghui Song, Jinchun Ye, Derong Liu, Qi Kang:
Generalized Receding Horizon Control of Fuzzy Systems Based on Numerical Optimization Algorithm. IEEE Trans. Fuzzy Syst. 17(6): 1336-1352 (2009) - [j44]Huaguang Zhang, Yanhong Luo, Derong Liu:
Neural-Network-Based Near-Optimal Control for a Class of Discrete-Time Affine Nonlinear Systems With Control Constraints. IEEE Trans. Neural Networks 20(9): 1490-1503 (2009) - [c64]Lili Cui, Huaguang Zhang, Derong Liu, Yongsu Kim:
Constrained optimal control of affine nonlinear discrete-time systems using GHJB method. ADPRL 2009: 16-21 - [c63]Xin Zhang, Huaguang Zhang, Derong Liu, Yongsu Kim:
Neural-network-based reinforcement learning controller for nonlinear systems with non-symmetric dead-zone inputs. ADPRL 2009: 124-129 - [c62]Tiedong Ma, Huaguang Zhang, Derong Liu, Zhiliang Wang:
A novel LMI approach to global impulsive exponential synchronization of chaotic delayed neural networks. CDC 2009: 626-631 - [c61]Qi Kang, Lei Wang, Derong Liu, Qidi Wu:
Parameter approximate dynamic optimization for PSO systems. CDC 2009: 5003-5008 - [c60]Jun Yang, Huaguang Zhang, Derong Liu:
A novel control scheme for a class of nonlinear systems with time delays based on fuzzy hyperbolic model. FUZZ-IEEE 2009: 1745-1750 - [c59]Derong Liu, Ning Jin:
Adaptive dynamic programming for discrete-time systems with infinite horizon and ELEMENT OF -error bound in the performance cost. IJCNN 2009: 1849-1854 - [c58]Zhanshan Wang, Huaguang Zhang, Derong Liu, Jian Feng:
LMI Based Global Asymptotic Stability Criterion for Recurrent Neural Networks with Infinite Distributed Delays. ISNN (1) 2009: 463-471 - [c57]Hossein Javaherian, Ting Huang, Derong Liu:
A Biologically Inspired Adaptive Nonlinear Control Strategy for Applications to Powertrain Control. SMC 2009: 2007-2013 - [c56]Fuxiao Tan, Derong Liu, Xinping Guan:
Consensus value of multi-agent networked systems with time-delay. SOLI 2009: 179-184 - 2008
- [j43]Derong Liu, Huaguang Zhang, Sanqing Hu:
Neural networks: Algorithms and applications. Neurocomputing 71(4-6): 471-473 (2008) - [j42]Jia Ma, Tao Yang, Zeng-Guang Hou, Min Tan, Derong Liu:
Neurodynamic programming: a case study of the traveling salesman problem. Neural Comput. Appl. 17(4): 347-355 (2008) - [j41]Zhongyu Pang, Derong Liu, Ning Jin, Zhuo Wang:
A Monte Carlo Particle Model Associated with Neural Networks for Tracking Problem. IEEE Trans. Circuits Syst. I Regul. Pap. 55-I(11): 3421-3429 (2008) - [j40]Derong Liu, Zhongyu Pang, Stephen R. Lloyd:
A Neural Network Method for Detection of Obstructive Sleep Apnea and Narcolepsy Based on Pupil Size and EEG. IEEE Trans. Neural Networks 19(2): 308-318 (2008) - [j39]Ning Jin, Derong Liu:
Wavelet Basis Function Neural Networks for Sequential Learning. IEEE Trans. Neural Networks 19(3): 523-528 (2008) - [j38]Huaguang Zhang, Zhanshan Wang, Derong Liu:
Global Asymptotic Stability of Recurrent Neural Networks With Multiple Time-Varying Delays. IEEE Trans. Neural Networks 19(5): 855-873 (2008) - [j37]Huaguang Zhang, Zhanshan Wang, Derong Liu:
Robust Stability Analysis for Interval Cohen-Grossberg Neural Networks With Unknown Time-Varying Delays. IEEE Trans. Neural Networks 19(11): 1942-1955 (2008) - [j36]Huaguang Zhang, Yingchun Wang, Derong Liu:
Delay-Dependent Guaranteed Cost Control for Uncertain Stochastic Fuzzy Systems With Multiple Time Delays. IEEE Trans. Syst. Man Cybern. Part B 38(1): 126-140 (2008) - [j35]Frank L. Lewis, Derong Liu, George G. Lendaris:
Guest Editorial: Special Issue on Adaptive Dynamic Programming and Reinforcement Learning in Feedback Control. IEEE Trans. Syst. Man Cybern. Part B 38(4): 896-897 (2008) - [j34]Derong Liu, Hossein Javaherian, Olesia Kovalenko, Ting Huang:
Adaptive Critic Learning Techniques for Engine Torque and Air-Fuel Ratio Control. IEEE Trans. Syst. Man Cybern. Part B 38(4): 988-993 (2008) - [c55]Long Cheng, Zeng-Guang Hou, Min Tan, Derong Liu, An-Min Zou:
Multi-Agent Based Adaptive Consensus Control for Multiple Manipulators with Kinematic Uncertainties. ISIC 2008: 189-194 - [c54]Ning Jin, Derong Liu:
Discrete-Time ε-Adaptive Dynamic Programming Algorithm Using Neural Networks. ISIC 2008: 1085-1090 - [c53]Fuxiao Tan, Xinping Guan, Derong Liu:
The consensus protocol for multi-agent systems based on the algebraic connectivity. ICNSC 2008: 310-313 - [c52]Derong Liu, Zhongyu Pang:
Epileptic Seizures Predicted by Modified Particle Filters. ICNSC 2008: 351-356 - [c51]Jia Ma, Tao Yang, Zeng-Guang Hou, Min Tan, Derong Liu:
Dual Heuristic Programming Based Neurocontroller for Vibration Isolation Control. ICNSC 2008: 874-879 - [c50]Derong Liu, Ning Jin:
e-Adaptive Dynamic Programming for discrete-time systems. IJCNN 2008: 1417-1424 - [c49]Qinglai Wei, Derong Liu, Huaguang Zhang:
Adaptive Dynamic Programming for a Class of Nonlinear Control Systems with General Separable Performance Index. ISNN (2) 2008: 128-137 - [c48]Xiaofeng Lin, Shengyong Lei, Chunning Song, Shaojian Song, Derong Liu:
ADHDP for the pH Value Control in the Clarifying Process of Sugar Cane Juice. ISNN (1) 2008: 796-805 - 2007
- [j33]Guisheng Zhai, Xuping Xu, Hai Lin, Derong Liu:
Extended Lie Algebraic Stability Analysis for Switched Systems with Continuous-Time and Discrete-Time Subsystems. Int. J. Appl. Math. Comput. Sci. 17(4): 447-454 (2007) - [j32]Sergio Ledesma, Derong Liu, Donato Hernández:
Two approximation methods to synthesize the power spectrum of fractional Gaussian noise. Comput. Stat. Data Anal. 52(2): 1047-1062 (2007) - [j31]Derong Liu, Hossein Zare:
A multipath interference cancellation technique for WCDMA downlink receivers. Int. J. Commun. Syst. 20(6): 661-668 (2007) - [j30]Huaguang Zhang, Zhanshan Wang, Derong Liu:
Robust Exponential Stability of Recurrent Neural Networks With Multiple Time-Varying Delays. IEEE Trans. Circuits Syst. II Express Briefs 54-II(8): 730-734 (2007) - [j29]Huaguang Zhang, Shuxian Lun, Derong Liu:
Fuzzy H∞ Filter Design for a Class of Nonlinear Discrete-Time Systems With Multiple Time Delays. IEEE Trans. Fuzzy Syst. 15(3): 453-469 (2007) - [j28]Fei-Yue Wang, Derong Liu, Simon X. Yang, Li Li:
Guest Editorial: Networking, Sensing, and Control for Networked Control Systems: Architectures, Algorithms, and Applications. IEEE Trans. Syst. Man Cybern. Part C 37(2): 157-159 (2007) - [c47]Changyin Sun, Hua Liang, Linfeng Li, Derong Liu:
Clustering with a Weighted Sum Validity Function Using a Niching PSO Algorithm. ICNSC 2007: 368-373 - [c46]Zhongyu Pang, Derong Liu, Ning Jin, Zhuo Wang:
Neural Network Strategy for Sampling of Particle Filters on the Tracking Problem. IJCNN 2007: 254-259 - [c45]Xiaofeng Lin, Zhigang Zhang, Derong Liu:
Temperature Control in Precalcinator with Dual Heuristic Dynamic Programming. IJCNN 2007: 344-349 - [c44]Ning Jin, Derong Liu, Zhongyu Pang, Ting Huang:
Wavelet Basis Function Neural Networks. IJCNN 2007: 500-505 - [c43]Huanxin Guan, Huaguang Zhang, Zhanshan Wang, Derong Liu:
Global Asymptotic Stability of Recurrent Neural Networks with Time Varying Delays. ISCAS 2007: 1005-1008 - [c42]Jinhu Lu, Derong Liu:
A Brief Overview of the Complex Biological and Engineering Networks. ISCAS 2007: 2634-2637 - [c41]Huaguang Zhang, Qinglai Wei, Derong Liu:
On-Line Learning Control for Discrete Nonlinear Systems Via an Improved ADDHP Method. ISNN (1) 2007: 387-396 - [c40]Zhongyu Pang, Derong Liu, Stephen R. Lloyd:
Classification of Obstructive Sleep Apnea by Neural Networks. ISNN (2) 2007: 1299-1308 - [e3]Derong Liu, Shumin Fei, Zeng-Guang Hou, Huaguang Zhang, Changyin Sun:
Advances in Neural Networks - ISNN 2007, 4th International Symposium on Neural Networks, ISNN 2007, Nanjing, China, June 3-7, 2007, Proceedings, Part I. Lecture Notes in Computer Science 4491, Springer 2007, ISBN 978-3-540-72382-0 [contents] - [e2]Derong Liu, Shumin Fei, Zeng-Guang Hou, Huaguang Zhang, Changyin Sun:
Advances in Neural Networks - ISNN 2007, 4th International Symposium on Neural Networks, ISNN 2007, Nanjing, China, June 3-7, 2007, Proceedings, Part II. Lecture Notes in Computer Science 4492, Springer 2007, ISBN 978-3-540-72392-9 [contents] - [e1]Derong Liu, Shumin Fei, Zeng-Guang Hou, Huaguang Zhang, Changyin Sun:
Advances in Neural Networks - ISNN 2007, 4th International Symposium on Neural Networks, ISNN 2007, Nanjing, China, June 3-7, 2007, Proceedings, Part III. Lecture Notes in Computer Science 4493, Springer 2007, ISBN 978-3-540-72394-3 [contents] - [r1]Hava T. Siegelmann, Bhaskar DasGupta, Derong Liu:
Neural Networks. Handbook of Approximation Algorithms and Metaheuristics 2007 - 2006
- [b1]Fei-Yue Wang, Derong Liu:
Advances in Computational Intelligence - Theory and Applications. Series in Intelligent Control and Intelligent Automation 5, WorldScientific 2006, ISBN 978-981-256-734-5, pp. 1-480 - [j27]Guisheng Zhai, Derong Liu, Joe Imae, Tomoaki Kobayashi:
Lie algebraic stability analysis for switched systems with continuous-time and discrete-time subsystems. IEEE Trans. Circuits Syst. II Express Briefs 53-II(2): 152-156 (2006) - [j26]Derong Liu, Sanqing Hu, Huaguang Zhang:
Simultaneous Blind Separation of Instantaneous Mixtures With Arbitrary Rank. IEEE Trans. Circuits Syst. I Regul. Pap. 53-I(10): 2287-2298 (2006) - [j25]Derong Liu, Xiaoxu Xiong, Bhaskar DasGupta, Huaguang Zhang:
Motif discoveries in unaligned molecular sequences using self-organizing neural networks. IEEE Trans. Neural Networks 17(4): 919-928 (2006) - [c39]Xinrui Liu, Huaguang Zhang, Derong Liu:
Decentralized H-infinity Control of Fuzzy Large-scale Systems. FUZZ-IEEE 2006: 1924-1931 - [c38]Hossein Javaherian, Derong Liu, Olesia Kovalenko:
Automotive Engine Torque and Air-Fuel Ratio Control Using Dual Heuristic Dynamic Programming. IJCNN 2006: 518-525 - [c37]Sanqing Hu, Derong Liu, Jun Wang:
Sequential blind extraction of instantaneous mixtures with arbitrary rank. ISCAS 2006 - [c36]Gang Wang, Huaguang Zhang, Derong Liu:
Global exponential stability of generalized neural networks with time-varying delays. ISCAS 2006 - [c35]Huaguang Zhang, Yanhong Luo, Derong Liu:
A New Fuzzy Identification Method Based on Adaptive Critic Designs. ISNN (1) 2006: 804-809 - 2005
- [j24]Huaguang Zhang, Zhiliang Wang, Derong Liu:
Chaotifying Fuzzy Hyperbolic Model Using impulsive and Nonlinear Feedback Control Approaches. Int. J. Bifurc. Chaos 15(8): 2603-2610 (2005) - [j23]Sanqing Hu, Derong Liu:
On the global output convergence of a class of recurrent neural networks with time-varying inputs. Neural Networks 18(2): 171-178 (2005) - [j22]Derong Liu, Xiaoxu Xiong, Zeng-Guang Hou, Bhaskar DasGupta:
Identification of motifs with insertions and deletions in protein sequences using self-organizing neural networks. Neural Networks 18(5-6): 835-842 (2005) - [j21]Derong Liu, Yi Zhang, Huaguang Zhang:
A self-learning call admission control scheme for CDMA cellular networks. IEEE Trans. Neural Networks 16(5): 1219-1228 (2005) - [j20]Ying Cai, Derong Liu:
Multiuser detection using the Taguchi method for DS-CDMA systems. IEEE Trans. Wirel. Commun. 4(4): 1594-1607 (2005) - [c34]Shuxian Lun, Huaguang Zhang, Derong Liu:
Fuzzy H-Infinity Filtering of Discrete-Time Nonlinear Systems with Multiple Time Delays. ISIC 2005: 1023-1028 - [c33]Ying Cai, Derong Liu:
An Orthogonal Array Optimization for the Economic Dispatch with Nonsmooth Cost Functions. CDC/ECC 2005: 1264-1269 - [c32]Mingjun Zhang, Huaguang Zhang, Derong Liu:
Robust Adaptive Fuzzy Output Control for Nonlinear Uncertain Systems. CDC/ECC 2005: 7846-7851 - [c31]Guisheng Zhai, Derong Liu, Joe Imae, Tomoaki Kobayashi:
Stability analysis for switched systems with continuous-time and discrete-time subsystems: a Lie algebraic approach. ISCAS (4) 2005: 3183-3186 - [c30]Zhiliang Wang, Huaguang Zhang, Derong Liu:
Chaotification of nonlinear systems described by the fuzzy hyperbolic model. ISCAS (4) 2005: 3387-3390 - [c29]Sanqing Hu, Derong Liu, Huaguang Zhang:
Gradient-based methods for simultaneous blind separation of mixed source signals. ISCAS (6) 2005: 5690-5693 - [c28]Huaguang Zhang, Zhanshan Wang, Derong Liu:
Exponential Stability Analysis of Neural Networks with Multiple Time Delays. ISNN (1) 2005: 142-148 - [c27]Huaguang Zhang, Ce Ji, Derong Liu:
Robust Stability Analysis of a Class of Hopfield Neural Networks with Multiple Delays. ISNN (1) 2005: 209-214 - 2004
- [j19]Hossein Zare, Derong Liu:
A novel modulation and demodulation technique for the downlink of spread spectrum multipath channels. IEEE Commun. Lett. 8(4): 208-210 (2004) - [j18]Huaguang Zhang, Zhiliang Wang, Derong Liu:
Chaotifying Fuzzy Hyperbolic Model Using Adaptive Inverse Optimal Control Approach. Int. J. Bifurc. Chaos 14(10): 3505-3517 (2004) - [j17]Huaguang Zhang, Hongli Liang, Derong Liu:
Two new operators in rough set theory with applications to fuzzy sets. Inf. Sci. 166(1-4): 147-165 (2004) - [j16]Derong Liu, Sanqing Hu, Jun Wang:
Global output convergence of a class of continuous-time recurrent neural networks with time-varying thresholds. IEEE Trans. Circuits Syst. II Express Briefs 51-II(4): 161-167 (2004) - [j15]Derong Liu, Yi Zhang, Sanqing Hu:
Call Admission Policies Based on Calculated Power Control Setpoints in SIR-Based Power-Controlled DS-CDMA Cellular Networks. Wirel. Networks 10(4): 473-483 (2004) - [c26]Olesia Kovalenko, Derong Liu, Hossein Javaherian:
Neural network modeling and adaptive critic control of automotive fuel-injection systems. ISIC 2004: 368-373 - [c25]Hossein Javaherian, Derong Liu, Yi Zhang, Olesia Kovalenko:
Adaptive critic learning techniques for automotive engine control. ACC 2004: 4066-4071 - [c24]Shuxian Lun, Huaguang Zhang, Derong Liu:
Fuzzy hyperbolic H∞ filter design for a class of nonlinear continuous-time dynamic systems. CDC 2004: 225-230 - [c23]Zhiliang Wang, Huaguang Zhang, Derong Liu:
Anticontrol of the fuzzy hyperbolic model. CDC 2004: 2053-2058 - [c22]Hongli Liang, Huaguang Zhang, Derong Liu:
Roughness of fuzzy sets based on two new operators. FUZZ-IEEE 2004: 583-586 - [c21]Jian Feng, Huaguang Zhang, Derong Liu:
Applications of fuzzy decision-making in pipeline leak localization. FUZZ-IEEE 2004: 599-603 - [c20]Mingjun Zhang, Huaguang Zhang, Derong Liu:
A generalized fuzzy hyperbolic modeling and control scheme. FUZZ-IEEE 2004: 1203-1207 - [c19]Derong Liu, Sanqing Hu:
Sequential blind extraction of mixed source signals with guaranteed convergence. ISCAS (5) 2004: 25-28 - 2003
- [j14]Derong Liu, Huaguang Zhang:
Fuzzy control: K. M. Passino and S. Yurkovich; 1998 Addison Wesley Longman, Inc., ISBN 0-201-18074-X. Autom. 39(6): 1115-1116 (2003) - [c18]Yi Zhang, Derong Liu:
Call admission control for CDMA cellular networks using adaptive critic designs. ISIC 2003: 511-516 - [c17]Derong Liu, Yi Zhang:
A self-learning adaptive critic approach for call admission control in wireless cellular networks. ICC 2003: 1853-1857 - [c16]Derong Liu, Sanqing Hu:
Output convergence analysis of continuous-time recurrent neural networks. ISCAS (3) 2003: 466-469 - 2002
- [j13]Derong Liu, Alexander Molchanov:
Criteria for robust absolute stability of time-varying nonlinear continuous-time systems. Autom. 38(4): 627-637 (2002) - [j12]Derong Liu, Myron E. Hohil, Stanley H. Smith:
N-bit parity neural networks: new solutions based on linear programming. Neurocomputing 48(1-4): 477-488 (2002) - [c15]Derong Liu, Yi Zhang:
Call admission control algorithms for DS-CDMA cellular networks supporting multimedia services. ICME (1) 2002: 33-36 - [c14]Alexander Molchanov, Derong Liu:
Criteria for asymptotic stability of a class of discrete systems with multiple independent variables. ISCAS (1) 2002: 245-248 - 2001
- [j11]Derong Liu, Endre I. Sára, Wei Sun:
Nested auto-regressive processes for MPEG-encoded video traffic modeling. IEEE Trans. Circuits Syst. Video Technol. 11(2): 169-183 (2001) - [c13]Alexander Molchanov, Derong Liu:
Necessary and sufficient conditions for robust absolute stability of time-varying nonlinear continuous-time systems. CDC 2001: 45-50 - [c12]Derong Liu, Alexander Molchanov:
Applications of robust stability results to the analysis of multidimensional discrete-time systems. CDC 2001: 3619-3624 - [c11]Derong Liu, Ying Cai:
A heuristic approach for measurement-based admission control with variable-size window. GLOBECOM 2001: 2537-2541 - [c10]Derong Liu, Alexander Molchanov:
Robust stability of a class of nonlinear time-varying discrete systems. ISCAS (3) 2001: 557-560 - 2000
- [j10]Sergio Ledesma, Derong Liu:
Synthesis of fractional gaussian noise using linear approximation for generating self-similar network traffic. Comput. Commun. Rev. 30(2): 4-17 (2000) - [j9]Ismail Salih, Stanley H. Smith, Derong Liu:
Synthesis approach for bidirectional associative memories based on the perceptron training algorithm. Neurocomputing 35(1-4): 137-148 (2000) - [j8]H. Daniel Patiño, Derong Liu:
Neural network-based model reference adaptive control system. IEEE Trans. Syst. Man Cybern. Part B 30(1): 198-204 (2000) - [c9]Derong Liu, Endre I. Sára:
A new traffic model for MPEG encoded videos in ATM networks. ICCCN 2000: 258-263
1990 – 1999
- 1999
- [j7]Myron E. Hohil, Derong Liu, Stanley H. Smith:
Solving the N-bit parity problem using neural networks. Neural Networks 12(9): 1321-1323 (1999) - [c8]Derong Liu, Yan Kong, Edward G. Luxford:
An adaptive critic approach for self-learning stock trading. CIFEr 1999: 271-280 - [c7]Ismail Salih, Stanley H. Smith, Derong Liu:
Design of bidirectional associative memories based on the perceptron training technique. ISCAS (5) 1999: 355-358 - 1997
- [j6]Derong Liu, Zanjun Lu:
A new synthesis approach for feedback neural networks based on the perceptron training algorithm. IEEE Trans. Neural Networks 8(6): 1468-1482 (1997) - [c6]Derong Liu, Zanjun Lu:
Associative memory design via perceptron learning. ICNN 1997: 1172-1177 - 1996
- [j5]Derong Liu, Anthony N. Michel:
Robustness analysis and design of a class of neural networks with sparse interconnecting structure. Neurocomputing 12(1): 59-76 (1996) - [j4]Anthony N. Michel, Derong Liu:
Theory and applications of sparsely interconnected feedback neural networks. Neural Parallel Sci. Comput. 4(3): 305-324 (1996) - [j3]Anthony N. Michel, Derong Liu:
Theory and applications of sparsely interconnected feedback neural networks. Neural Parallel Sci. Comput. 4(4): 445-464 (1996) - [j2]Kaining Wang, Anthony N. Michel, Derong Liu:
Correction to "Necessary and Sufficient Conditions for the Hurwitz and Schur Stability of Interval M. IEEE Trans. Autom. Control. 41(2) (1996) - 1995
- [c5]Anthony N. Michel, Kaining Wang, Derong Liu, Hui Ye:
Qualitative Limitations Incurred in the Implementation Process of Artificial Feedback Neural Networks. EUROSIM 1995: 1161-1162 - [c4]Anthony N. Michel, Derong Liu:
Theory and applications of sparsely interconnected feedback neural networks. ICNN 1995: 1070-1075 - 1994
- [j1]Kaining Wang, Anthony N. Michel, Derong Liu:
Necessary and sufficient conditions for the Hurwitz and Schur stability of interval matrices. IEEE Trans. Autom. Control. 39(6): 1251-1255 (1994) - 1993
- [c3]Derong Liu, Anthony N. Michel:
Asympototic stability of two-dimensional digital filters with overflow nonlinearities. ISCAS 1993: 575-578 - [c2]Derong Liu, Anthony N. Michel:
Analysis and synthesis of a class of neural networks with sparse interconnections. ISCAS 1993: 2596-2599 - [c1]Derong Liu, Anthony N. Michel:
Sparsely Interconnected Artificial Neural Networks for Associative Memories. IWANN 1993: 155-160
Coauthor Index
[j272] [j265] [j257] [j249] [j246] [j238] [j231] [j230] [j214] [j213] [j205] [j202] [j201] [j194] [j193] [j192] [j191] [j189] [j188] [j186] [j185] [j182] [j181] [j179] [c129] [j175] [j168] [j166] [j165] [j162] [j161] [j159] [j158] [j157] [c128] [j156] [j155] [j154] [j153] [j152] [j150] [j147] [j144] [j142] [j141] [j140] [j139] [c120] [c119] [c117] [c116] [c111] [c109] [j134] [j130] [j129] [j125] [j120] [c106] [c105] [c102] [c101] [c100] [j113] [j110] [j107] [j106] [j105] [j104] [j100] [j96] [j92] [c95] [c92] [j86] [j85] [j84] [j83] [j81] [c88] [c87] [c86] [j72] [j67] [j65] [c79] [c73] [c72] [c69] [c68]
[j241] [j237] [j225] [j223] [j215] [j211] [j203] [j199] [c132] [c131] [j196] [j187] [j180] [c129] [j177] [j174] [j169] [j167] [j164] [j160] [c127] [c126] [c124] [c122] [j154] [j151] [j149] [j145] [j143] [j140] [c115] [c112] [c110] [c108] [c107] [j138] [j132] [j127] [j125] [j124] [j123] [j121] [j118] [c103] [c99] [j109] [j108] [j107] [j103] [j102] [j101] [j99] [j95] [c97] [c96] [c94] [c91] [j87] [j86] [j76] [c90] [c89] [c85] [c84] [c83] [c82] [j72] [j67] [j66] [j65] [c81] [c80] [c78] [c77] [c76] [c75] [j63] [c71] [c69] [c67] [c65] [c49] [c41]
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