Derong Liu - researchr alias

researchr

You are not signed in
Sign in
Sign up

Viewing Publication 1 - 100 from 330

2024

Dynamic compensator-based near-optimal control for unknown nonaffine systems via integral reinforcement learningJinquan Lin, Bo Zhao, Derong Liu, Yonghua Wang. ijon, 564:126973, January 2024. [doi]

2023

Fotomics: fourier transform-based omics imagification for deep learning-based cell-identity mapping using single-cell omics profilesSeid Miad Zandavi, Derong Liu, Vera Yuk Ying Chung, Ali Anaissi, Fatemeh Vafaee. air, 56(7):7263-7278, 2023. [doi]

2020

2019

Special issue on Neural Information Processing for Optimization and ApplicationsTingwen Huang, El-Sayed M. El-Alfy, Derong Liu. asc, 82, 2019. [doi]

Pinning Control for Synchronization of Drive-Response Memristive Neural Networks with Nonidentical ParametersYueheng Li, Biao Luo, Derong Liu, Zhe Dong, Zhanyu Yang. ijcnn 2019: 1-8 [doi]

2018

Intelligent Optimal Control With Critic Learning for a Nonlinear Overhead Crane SystemDing Wang 0001, Haibo He, Derong Liu. tii, 14(7):2932-2940, 2018. [doi]

∞ ControlDing Wang 0001, Chaoxu Mu, Derong Liu, Hongwen Ma. tnn, 29(4):993-1005, 2018. [doi]

Neural robust stabilization via event-triggering mechanism and adaptive learning techniqueDing Wang 0001, Derong Liu. NN, 102:27-35, 2018. [doi]

Neural Network Learning and Robust Stabilization of Nonlinear Systems With Dynamic UncertaintiesDing Wang 0001, Derong Liu, Chaoxu Mu, Yun Zhang. tnn, 29(4):1342-1351, 2018. [doi]

Prim-Dijkstra Revisited: Achieving Superior Timing-driven Routing TreesCharles J. Alpert, Wing-Kai Chow, Kwangsoo Han, Andrew B. Kahng, Zhuo Li 0001, Derong Liu, Sriram Venkatesh. ispd 2018: 10-17 [doi]

Robust synchronization of memristive neural networks with strong mismatch characteristics via pinning controlYueheng Li, Biao Luo, Derong Liu, Zhanyu Yang. ijon, 289:144-154, 2018. [doi]

Manifold Regularized Reinforcement LearningHongliang Li, Derong Liu, Ding Wang 0001. tnn, 29(4):932-943, 2018. [doi]

Data-Based Optimal Control for Weakly Coupled Nonlinear Systems Using Policy IterationChao Li, Derong Liu, Ding Wang 0001. tsmc, 48(4):511-521, 2018. [doi]

TILA-S: Timing-Driven Incremental Layer Assignment Avoiding Slew ViolationsDerong Liu, Bei Yu, Salim Chowdhury, David Z. Pan. tcad, 37(1):231-244, 2018. [doi]

OPERON: optical-electrical power-efficient route synthesis for on-chip signalsDerong Liu, Zheng Zhao, Zheng Wang, Zhoufeng Ying, Ray T. Chen, David Z. Pan. dac 2018: [doi]

Adaptive Constrained Optimal Control Design for Data-Based Nonlinear Discrete-Time Systems With Critic-Only StructureBiao Luo, Derong Liu, Huai-Ning Wu. tnn, 29(6):2099-2111, 2018. [doi]

Distributed algorithm for dissensus of a class of networked multiagent systems using output informationHongwen Ma, Derong Liu, Ding Wang, Xiong Yang 0001, Hongliang Li. soco, 22(1):273-282, 2018. [doi]

Neural network robust tracking control with adaptive critic framework for uncertain nonlinear systemsDing Wang, Derong Liu, Yun Zhang, Hongyi Li. NN, 97:11-18, 2018. [doi]

Adaptive Dynamic Programming for Discrete-Time Zero-Sum GamesQinglai Wei, Derong Liu, Qiao Lin, Ruizhuo Song. tnn, 29(4):957-969, 2018. [doi]

Discrete-Time Local Value Iteration Adaptive Dynamic Programming: Convergence AnalysisQinglai Wei, Frank L. Lewis, Derong Liu, Ruizhuo Song, Hanquan Lin. tsmc, 48(6):875-891, 2018. [doi]

Event-Triggered Adaptive Dynamic Programming for Continuous-Time Nonlinear Two-Player Zero-Sum GameShan Xue, Biao Luo, Derong Liu, Yueheng Li. iconip 2018: 15-25 [doi]

Special Issue on Deep Reinforcement Learning and Adaptive Dynamic ProgrammingDongbin Zhao, Derong Liu, Frank L. Lewis, José C. Príncipe, Stefano Squartini. tnn, 29(6):2038-2041, 2018. [doi]

2017

Bounded robust control design for uncertain nonlinear systems using single-network adaptive dynamic programmingYuzhu Huang, Ding Wang, Derong Liu. ijon, 266:128-140, 2017. [doi]

A novel optimal tracking control scheme for a class of discrete-time nonlinear systems using generalised policy iteration adaptive dynamic programming algorithmQiao Lin, Qinglai Wei, Derong Liu. ijsysc, 48(3):525-534, 2017. [doi]

Streak: Synergistic Topology Generation and Route Synthesis for On-Chip Performance-Critical Signal GroupsDerong Liu, Vinicius S. Livramento, Salim Chowdhury, Duo Ding, Huy Vo, Akshay Sharma, David Z. Pan. dac 2017: [doi]

Incremental Layer Assignment for Timing OptimizationDerong Liu, Bei Yu, Salim Chowdhury, David Z. Pan. todaes, 22(4), 2017. [doi]

Incremental Layer Assignment Driven by an External Signoff Timing EngineVinicius S. Livramento, Derong Liu, Salim Chowdhury, Bei Yu, Xiaoqing Xu, David Z. Pan, José Luís Almada Güntzel, Luiz C. V. dos Santos. tcad, 36(7):1126-1139, 2017. [doi]

Policy Gradient Adaptive Dynamic Programming for Data-Based Optimal ControlBiao Luo, Derong Liu, Huai-Ning Wu, Ding Wang, Frank L. Lewis. tcyb, 47(10):3341-3354, 2017. [doi]

Multi-step heuristic dynamic programming for optimal control of nonlinear discrete-time systemsBiao Luo, Derong Liu, Tingwen Huang, Xiong Yang, Hongwen Ma. isci, 411:66-83, 2017. [doi]

Optimization of electricity consumption in office buildings based on adaptive dynamic programmingGuang Shi, Qinglai Wei, Derong Liu. soco, 21(21):6369-6379, 2017. [doi]

Optimal management of office energy consumption via Q-learning algorithmGuang Shi, Derong Liu, Qinglai Wei. amcc 2017: 3318-3322 [doi]

Partially-Directed-Topology-Based Consensus Control for Linear Multi-agent SystemsChunping Shi, Qinglai Wei, Derong Liu. iconip 2017: 147-156 [doi]

An Event-Triggered Heuristic Dynamic Programming Algorithm for Discrete-Time Nonlinear SystemsZiyang Wang, Qinglai Wei, Derong Liu. iconip 2017: 741-748 [doi]

Fault detection and control co-design for discrete-time delayed fuzzy networked control systems subject to quantization and multiple packet dropoutsShenquan Wang, Yulian Jiang, Yuanchun Li, Derong Liu. fss, 306:1-25, 2017. [doi]

Adaptive Critic Nonlinear Robust Control: A SurveyDing Wang, Haibo He, Derong Liu. tcyb, 47(10):3429-3451, 2017. [doi]

∞ Control DesignDing Wang, Haibo He, Derong Liu. tcyb, 47(10):3417-3428, 2017. [doi]

Event-Driven Adaptive Robust Control of Nonlinear Systems With Uncertainties Through NDP StrategyDing Wang, Chaoxu Mu, Haibo He, Derong Liu. tsmc, 47(7):1358-1370, 2017. [doi]

Event-Based Constrained Robust Control of Affine Systems Incorporating an Adaptive Critic MechanismDing Wang, Chaoxu Mu, Xiong Yang, Derong Liu. tsmc, 47(7):1602-1612, 2017. [doi]

Intelligent Critic Control With Disturbance Attenuation for Affine Dynamics Including an Application to a Microgrid SystemDing Wang, Haibo He, Chaoxu Mu, Derong Liu. tie, 64(6):4935-4944, 2017. [doi]

Event-Driven Nonlinear Discounted Optimal Regulation Involving a Power System ApplicationDing Wang, Haibo He, Xiangnan Zhong, Derong Liu. tie, 64(10):8177-8186, 2017. [doi]

Adaptive critic designs for solving event-based H∞ control problemsDing Wang, Chaoxu Mu, Derong Liu. amcc 2017: 2435-2440 [doi]

An Indirect Data-Driven Method for Trajectory Tracking Control of a Class of Nonlinear Discrete-Time SystemsZhuo Wang, Renquan Lu, Furong Gao, Derong Liu. tie, 64(5):4121-4129, 2017. [doi]

Discrete-Time Local Value Iteration Adaptive Dynamic Programming: Admissibility and Termination AnalysisQinglai Wei, Derong Liu, Qiao Lin. tnn, 28(11):2490-2502, 2017. [doi]

Discrete-Time Optimal Control via Local Policy Iteration Adaptive Dynamic ProgrammingQinglai Wei, Derong Liu, Qiao Lin, Ruizhuo Song. tcyb, 47(10):3367-3379, 2017. [doi]

Local Policy Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear SystemsQinglai Wei, Yancai Xu, Qiao Lin, Derong Liu, Ruizhuo Song. isnn 2017: 148-153 [doi]

Mixed Iterative Adaptive Dynamic Programming for Optimal Battery Energy Control in Smart Residential MicrogridsQinglai Wei, Derong Liu, Frank L. Lewis, Yu Liu, Jie Zhang. tie, 64(5):4110-4120, 2017. [doi]

Error Bound Analysis of Q-Function for Discounted Optimal Control Problems With Policy IterationPengfei Yan, Ding Wang, Hongliang Li, Derong Liu. tsmc, 47(7):1207-1216, 2017. [doi]

Pinning synchronization of memristor-based neural networks with time-varying delaysZhanyu Yang, Biao Luo, Derong Liu, Yueheng Li. NN, 93:143-151, 2017. [doi]

Synchronization of Memristor-Based Time-Delayed Neural Networks via Pinning ControlZhanyu Yang, Biao Luo, Derong Liu. iconip 2017: 699-708 [doi]

Neuro-control of Nonlinear Systems with Unknown Input ConstraintsBo Zhao, Xinliang Liu, Derong Liu, Yuanchun Li. iconip 2017: 778-788 [doi]

Data-based robust near-optimal decentralized stabilization of unknown large-scale systemsBo Zhao, Derong Liu, Yuanchun Li. ssci 2017: 1-6 [doi]

Self-tuned local feedback gain based decentralized fault tolerant control for a class of large-scale nonlinear systemsBo Zhao, Yuanchun Li, Derong Liu. ijon, 235:147-156, 2017. [doi]

Observer-critic structure-based adaptive dynamic programming for decentralised tracking control of unknown large-scale nonlinear systemsBo Zhao, Derong Liu, Xiong Yang, Yuanchun Li. ijsysc, 48(9):1978-1989, 2017. [doi]

Observer based adaptive dynamic programming for fault tolerant control of a class of nonlinear systemsBo Zhao, Derong Liu, Yuanchun Li. isci, 384:21-33, 2017. [doi]

2016

Policy iteration for optimal control of weakly coupled nonlinear systems with completely unknown dynamicsChao Li, Ding Wang, Derong Liu, Haibo He. amcc 2016: 5722-5727 [doi]

Neural-network-based robust optimal control of uncertain nonlinear systems using model-free policy iteration algorithmChao Li, Ding Wang, Derong Liu. ijcnn 2016: 4545-4550 [doi]

Adaptive tracking control of leader-following linear multi-agent systems with external disturbancesHanquan Lin, Qinglai Wei, Derong Liu, Hongwen Ma. ijsysc, 47(13):3167-3179, 2016. [doi]

Incremental layer assignment for critical path timingDerong Liu, Bei Yu, Salim Chowdhury, David Z. Pan. dac 2016: 85 [doi]

Model-Free Optimal Tracking Control via Critic-Only Q-LearningBiao Luo, Derong Liu, Tingwen Huang, Ding Wang. tnn, 27(10):2134-2144, 2016. [doi]

Data-Based Optimal Tracking Control of Nonaffine Nonlinear Discrete-Time SystemsBiao Luo, Derong Liu, Tingwen Huang, Chao Li. iconip 2016: 573-581 [doi]

Bipartite output consensus in networked multi-agent systems of high-order power integrators with signed digraph and input noisesHongwen Ma, Derong Liu, Ding Wang, Biao Luo. ijsysc, 47(13):3116-3131, 2016. [doi]

Distributed control of second-order nonlinear time-delayed multiagent systems with disturbance using neural networksHongwen Ma, Derong Liu, Ding Wang. ijcnn 2016: 5263-5268 [doi]

Neural-Network-Based Distributed Adaptive Robust Control for a Class of Nonlinear Multiagent Systems With Time Delays and External NoisesHongwen Ma, Zhuo Wang, Ding Wang, Derong Liu, Pengfei Yan, Qinglai Wei. tsmc, 46(6):750-758, 2016. [doi]

OSFA: A New Paradigm of Aging Aware Gate-Sizing for Power/Performance Optimizations Under Multiple Operating ConditionsSubhendu Roy, Derong Liu, Jagmohan Singh, Junhyung Um, David Z. Pan. tcad, 35(10):1618-1629, 2016. [doi]

Energy consumption prediction of office buildings based on echo state networksGuang Shi, Derong Liu, Qinglai Wei. ijon, 216:478-488, 2016. [doi]

An adaptive dynamic programming based method for optimization of electricity consumption in office buildingsGuang Shi, Qinglai Wei, Derong Liu. ijcnn 2016: 4551-4556 [doi]

Improvement of reliable H∞ control for discrete-time fuzzy systems with time-varying delaysShenquan Wang, Yulian Jiang, Yuanchun Li, Derong Liu. fuzzIEEE 2016: 1167-1172 [doi]

Decentralized guaranteed cost control of interconnected systems with uncertainties: A learning-based optimal control strategyDing Wang, Derong Liu, Chaoxu Mu, Hongwen Ma. ijon, 214:297-306, 2016. [doi]

An Approximate Optimal Control Approach for Robust Stabilization of a Class of Discrete-Time Nonlinear Systems With UncertaintiesDing Wang, Derong Liu, Hongliang Li, Biao Luo, Hongwen Ma. tsmc, 46(5):713-717, 2016. [doi]

Event-based input-constrained nonlinear H∞ state feedback with adaptive critic and neural implementationDing Wang, Chaoxu Mu, Qichao Zhang, Derong Liu. ijon, 214:848-856, 2016. [doi]

Distributed control algorithm for bipartite consensus of the nonlinear time-delayed multi-agent systems with neural networksDing Wang, Hongwen Ma, Derong Liu. ijon, 174:928-936, 2016. [doi]

Adaptive-critic-based event-driven nonlinear robust state feedbackDing Wang, Chaoxu Mu, Haibo He, Derong Liu. cdc 2016: 5813-5818 [doi]

Neural Dynamic Programming for Event-Based Nonlinear Adaptive Robust StabilizationDing Wang, Hongwen Ma, Derong Liu, Huidong Wang. iconip 2016: 149-157 [doi]

A neural-network-based online optimal control approach for nonlinear robust decentralized stabilizationDing Wang, Derong Liu, Hongliang Li, Hongwen Ma, Chao Li. soco, 20(2):707-716, 2016. [doi]

Data-based robust optimal control of continuous-time affine nonlinear systems with matched uncertaintiesDing Wang, Chao Li, Derong Liu, Chaoxu Mu. isci, 366:121-133, 2016. [doi]

Data-Based Adaptive Critic Designs for Nonlinear Robust Optimal Control With Uncertain DynamicsDing Wang, Derong Liu, Qichao Zhang, Dongbin Zhao. tsmc, 46(11):1544-1555, 2016. [doi]

Value Iteration Adaptive Dynamic Programming for Optimal Control of Discrete-Time Nonlinear SystemsQinglai Wei, Derong Liu, Hanquan Lin. tcyb, 46(3):840-853, 2016. [doi]

Neuro-optimal tracking control for a class of discrete-time nonlinear systems via generalized value iteration adaptive dynamic programming approachQinglai Wei, Derong Liu, Yancai Xu. soco, 20(2):697-706, 2016. [doi]

Optimal Constrained Neuro-Dynamic Programming Based Self-learning Battery Management in MicrogridsQinglai Wei, Derong Liu. iconip 2016: 193-201 [doi]

Iterative Q-learning-based nonlinear optimal tracking controlQinglai Wei, Ruizhuo Song, Yancai Xu, Derong Liu. ssci 2016: 1-5 [doi]

Discrete-Time Two-Player Zero-Sum Games for Nonlinear Systems Using Iterative Adaptive Dynamic ProgrammingQinglai Wei, Derong Liu. isnn 2016: 269-276 [doi]

Optimal self-learning control scheme for discrete-time nonlinear systems using local value iterationQinglai Wei, Derong Liu. ijcnn 2016: 3544-3549 [doi]

Data-driven controller design for general MIMO nonlinear systems via virtual reference feedback tuning and neural networksPengfei Yan, Derong Liu, Ding Wang, Hongwen Ma. ijon, 171:815-825, 2016. [doi]

Online approximate solution of HJI equation for unknown constrained-input nonlinear continuous-time systemsXiong Yang, Derong Liu, Hongwen Ma, Yancai Xu. isci, 328:435-454, 2016. [doi]

Guaranteed cost neural tracking control for a class of uncertain nonlinear systems using adaptive dynamic programmingXiong Yang, Derong Liu, Qinglai Wei, Ding Wang. ijon, 198:80-90, 2016. [doi]

Data-based robust adaptive control for a class of unknown nonlinear constrained-input systems via integral reinforcement learningXiong Yang, Derong Liu, Biao Luo, Chao Li. isci, 369:731-747, 2016. [doi]

Adaptive dynamic programming based fault compensation control for nonlinear systems with actuator failuresBo Zhao, Derong Liu, Yuanchun Li, Guang Shi. ijcnn 2016: 3530-3535 [doi]

Decentralized Stabilization for Nonlinear Systems with Unknown Mismatched InterconnectionsBo Zhao, Ding Wang, Guang Shi, Derong Liu, Yuanchun Li. iconip 2016: 185-192 [doi]

2015

Farewell Editorial: Smooth Transition of IEEE TNNLSDerong Liu. tnn, 26(12):2986, 2015. [doi]

TNNLS Call for Reviewers and Special IssuesDerong Liu. tnn, 26(1):1-6, 2015. [doi]

∞ control for discrete-time fuzzy systems with time-varying delays and stochastic actuator faults via scaled small gain theoremShenquan Wang, Yulian Jiang, Yuanchun Li, Derong Liu. ijon, 147:251-259, 2015. [doi]

Infinite Horizon Self-Learning Optimal Control of Nonaffine Discrete-Time Nonlinear SystemsQinglai Wei, Derong Liu, Xiong Yang. tnn, 26(4):866-879, 2015. [doi]

A Novel Dual Iterative Q-Learning Method for Optimal Battery Management in Smart Residential EnvironmentsQinglai Wei, Derong Liu, Guang Shi. tie, 62(4):2509-2518, 2015. [doi]

A novel policy iteration based deterministic Q-learning for discrete-time nonlinear systemsQinglai Wei, Derong Liu. chinaf, 58(12):1-15, 2015. [doi]

Neural-network-based adaptive optimal tracking control scheme for discrete-time nonlinear systems with approximation errorsQinglai Wei, Derong Liu. ijon, 149:106-115, 2015. [doi]

A New Discrete-Time Iterative Adaptive Dynamic Programming Algorithm Based on Q-LearningQinglai Wei, Derong Liu. isnn 2015: 43-52 [doi]

Robust Tracking Control of Uncertain Nonlinear Systems Using Adaptive Dynamic ProgrammingXiong Yang, Derong Liu, Qinglai Wei. iconip 2015: 9-16 [doi]

All Publications

Filter by Year

[-]
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Tag

[+]
OR AND NOT 1

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1

Researchr

Publications by 'Derong Liu'

Viewing Publication 1 - 100 from 330

2024

2023

2020

2019

2018

2017

2016

2015

All Publications

Filter by Year [-]OR AND NOT 1

Filter by TypeOR AND NOT 1

Filter by Tag [+]OR AND NOT 1

Filter by Venue [+]OR AND NOT 1

Filter by Author [+]OR AND NOT 1

Filter by Top Terms [+]OR AND NOT 1

Researchr

Publications by 'Derong Liu'

Viewing Publication 1 - 100 from 330

2024

2023

2020

2019

2018

2017

2016

2015

Filter by Year

[-]
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Tag

[+]
OR AND NOT 1

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1