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Ruizhuo Song
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2020 – today
- 2025
- [j58]Lina Xia, Qing Li, Ruizhuo Song:
Fully distributed adaptive optimization event-triggered/self-triggered synchronization for multi-agent systems. Neurocomputing 617: 128954 (2025) - 2024
- [j57]Lina Xia, Qing Li, Ruizhuo Song, Lu Liu:
Fully distributed synchronization on directed graphs via self-triggered control with positive minimum inter-event times. Neurocomputing 583: 127548 (2024) - [j56]Lu Liu, Ruizhuo Song
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Adaptive sampling artificial-actual control for non-zero-sum games of constrained systems. Neural Networks 178: 106413 (2024) - [j55]Ruizhuo Song
Nearly Optimal Control for Mixed Zero-Sum Game Based on Off-Policy Integral Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 35(2): 2793-2804 (2024) - [i4]Ruizhuo Song, Beiming Yuan:
Solving the bongard-logo problem by modeling a probabilistic model. CoRR abs/2403.03173 (2024) - [i3]Ruizhuo Song, Beiming Yuan:
Triple-CFN: Restructuring Conceptual Spaces for Enhancing Abstract Reasoning process. CoRR abs/2403.03190 (2024) - [i2]Ruizhuo Song, Beiming Yuan:
D4C glove-train: solving the RPM and Bongard-logo problem by distributing and Circumscribing concepts. CoRR abs/2403.03452 (2024) - [i1]Ruizhuo Song, Beiming Yuan:
Funny-Valen-Tine: Planning Solution Distribution Enhances Machine Abstract Reasoning Ability. CoRR abs/2407.02688 (2024) - 2023
- [j54]Lu Liu
Constrained event-driven policy iteration design for nonlinear discrete time systems. Neurocomputing 528: 226-236 (2023) - [j53]Lina Xia, Qing Li, Ruizhuo Song
Dynamic asynchronous edge-based event-triggered consensus of multi-agent systems. Knowl. Based Syst. 272: 110531 (2023) - [j52]Ruizhuo Song, Gaofu Yang:
Online solving Nash equilibrium solution of N-player nonzero-sum differential games via recursive least squares. Soft Comput. 27(22): 16659-16673 (2023) - [j51]Ruizhuo Song
Online Optimal Event-Triggered H∞ Control for Nonlinear Systems With Constrained State and Input. IEEE Trans. Syst. Man Cybern. Syst. 53(1): 131-141 (2023) - [j50]Lina Xia
Dynamic Event-Triggered Leader-Follower Control for Multiagent Systems Subject to Input Time Delay. IEEE Trans. Syst. Man Cybern. Syst. 53(3): 1970-1981 (2023) - [j49]Lina Xia
Adaptive Event-Triggered Average Tracking Control With Activable Event-Triggering Mechanisms. IEEE Trans. Syst. Man Cybern. Syst. 53(10): 6067-6079 (2023) - 2022
- [j48]Lina Xia, Qing Li, Ruizhuo Song, Hamidreza Modares:
Optimal Synchronization Control of Heterogeneous Asymmetric Input-Constrained Unknown Nonlinear MASs via Reinforcement Learning. IEEE CAA J. Autom. Sinica 9(3): 520-532 (2022) - [j47]Liqiang Tang
Neuro-adaptive fixed-time control with novel command filter design for nonlinear systems with input dead-zone. Neurocomputing 511: 308-318 (2022) - [j46]Lina Xia, Qing Li, Ruizhuo Song, Zhaolong Zhang:
Leader-follower time-varying output formation control of heterogeneous systems under cyber attack with active leader. Inf. Sci. 585: 24-40 (2022) - [j45]Ruizhuo Song
Finite-time leader-follower consensus of a discrete-time system via sliding mode control. Frontiers Inf. Technol. Electron. Eng. 23(7): 1057-1068 (2022) - [j44]Ruizhuo Song
Adaptive dynamic event-triggered control for constrained modular reconfigurable robot. Knowl. Based Syst. 254: 109624 (2022) - [j43]Lina Xia, Qing Li, Ruizhuo Song, Shuzhi Sam Ge:
Distributed optimized dynamic event-triggered control for unknown heterogeneous nonlinear MASs with input-constrained. Neural Networks 154: 1-12 (2022) - [j42]Qinglai Wei
Model-Free Adaptive Optimal Control for Unknown Nonlinear Multiplayer Nonzero-Sum Game. IEEE Trans. Neural Networks Learn. Syst. 33(2): 879-892 (2022) - [c18]Lu Liu
Event-Triggered Energy Optimization of Wireless Sensor Networks. ICNSC 2022: 1-6 - 2021
- [j41]Qing Li, Lina Xia, Ruizhuo Song, Lu Liu
Output event-triggered tracking synchronization of heterogeneous systems on directed digraph via model-free reinforcement learning. Inf. Sci. 559: 171-190 (2021) - [j40]Ruizhuo Song
Discrete-Time Non-Zero-Sum Games With Completely Unknown Dynamics. IEEE Trans. Cybern. 51(6): 2929-2943 (2021) - [j39]Qinglai Wei
Self-Learning Optimal Control for Ice-Storage Air Conditioning Systems via Data-Based Adaptive Dynamic Programming. IEEE Trans. Ind. Electron. 68(4): 3599-3608 (2021) - [j38]Qing Li, Lina Xia, Ruizhuo Song
Novel Resilient Structure of Output Formation Tracking of Heterogeneous Systems With Unknown Leader Under Contested Environments. IEEE Trans. Syst. Man Cybern. Syst. 51(11): 6819-6829 (2021) - [c17]Tengcong Ma, Ruizhuo Song:
Event-triggered Suboptimal Control Based Adaptive Reinforcement Learning. ICRAI 2021: 64-69 - [c16]Huai Cao, Ruizhuo Song:
PID Parameter Tuning Based On Adaptive Dynamic Programming. ICRAI 2021: 88-92 - [c15]Tao Li, Qinglai Wei, Hongyang Li, Ruizhuo Song:
Policy Iteration Algorithm for Constrained Cost Optimal Control of Discrete-Time Nonlinear System. IJCNN 2021: 1-6 - 2020
- [j37]Ruizhuo Song
Robust optimal control for a class of nonlinear systems with unknown disturbances based on disturbance observer and policy iteration. Neurocomputing 390: 185-195 (2020) - [j36]Ruizhuo Song
Mix-zero-sum differential games for linear systems with unknown dynamics based on off-policy IRL. Neurocomputing 398: 280-290 (2020) - [j35]Ruizhuo Song, Lu Liu
Event-triggered constrained robust control for partly-unknown nonlinear systems via ADP. Neurocomputing 404: 294-303 (2020) - [j34]Qinglai Wei
Discrete-Time Impulsive Adaptive Dynamic Programming. IEEE Trans. Cybern. 50(10): 4293-4306 (2020) - [j33]Qing Li, Lina Xia
Leader-Follower Bipartite Output Synchronization on Signed Digraphs Under Adversarial Factors via Data-Based Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 31(10): 4185-4195 (2020) - [j32]Ruizhuo Song
Robust Optimal Control for Disturbed Nonlinear Zero-Sum Differential Games Based on Single NN and Least Squares. IEEE Trans. Syst. Man Cybern. Syst. 50(11): 4009-4019 (2020)
2010 – 2019
- 2019
- [j31]Qing Li, Lina Xia
Output Resilient Containment Control of Heterogeneous Systems With Active Leaders Using Reinforcement Learning Under Attack Inputs. IEEE Access 7: 162219-162228 (2019) - [j30]Ruizhuo Song, Liao Zhu:
Optimal fixed-point tracking control for discrete-time nonlinear systems via ADP. IEEE CAA J. Autom. Sinica 6(3): 657-666 (2019) - [j29]Ruizhuo Song
Stable value iteration for two-player zero-sum game of discrete-time nonlinear systems based on adaptive dynamic programming. Neurocomputing 340: 180-195 (2019) - [j28]Zenglian Zhang, Ruizhuo Song
Synchronous optimal control method for nonlinear systems with saturating actuators and unknown dynamics using off-policy integral reinforcement learning. Neurocomputing 356: 162-169 (2019) - [j27]Ruizhuo Song
Data-driven finite-horizon optimal tracking control scheme for completely unknown discrete-time nonlinear systems. Neurocomputing 356: 206-216 (2019) - [j26]Qing Li, Lina Xia, Ruizhuo Song
Bipartite state synchronization of heterogeneous system with active leader on signed digraph under adversarial inputs. Neurocomputing 369: 69-79 (2019) - [c14]Kanghao Du, Ruizhuo Song, Qinglai Wei, Bo Zhao:
A Solution of Two-Person Zero Sum Differential Games with Incomplete State Information. ISNN (1) 2019: 434-443 - [c13]Zehua Liao, Qinglai Wei, Ruizhuo Song:
Parallel Adaptive Critic Designs of Optimal Control for Ice-Storage Air Conditioning Systems. SSCI 2019: 37-42 - 2018
- [j25]Qinglai Wei
Adaptive Dynamic Programming for Discrete-Time Zero-Sum Games. IEEE Trans. Neural Networks Learn. Syst. 29(4): 957-969 (2018) - [j24]Qinglai Wei
Discrete-Time Stable Generalized Self-Learning Optimal Control With Approximation Errors. IEEE Trans. Neural Networks Learn. Syst. 29(4): 1226-1238 (2018) - [j23]Qinglai Wei
Discrete-Time Local Value Iteration Adaptive Dynamic Programming: Convergence Analysis. IEEE Trans. Syst. Man Cybern. Syst. 48(6): 875-891 (2018) - 2017
- [j22]Qinglai Wei, Derong Liu
Optimal constrained self-learning battery sequential management in microgrid via adaptive dynamic programming. IEEE CAA J. Autom. Sinica 4(2): 168-176 (2017) - [j21]Ruizhuo Song, Qinglai Wei, Biao Song:
Neural-network-based synchronous iteration learning method for multi-player zero-sum games. Neurocomputing 242: 73-82 (2017) - [j20]Ruizhuo Song, Qinglai Wei, Wendong Xiao:
Off-policy neuro-optimal control for unknown complex-valued nonlinear systems based on policy iteration. Neural Comput. Appl. 28(6): 1435-1441 (2017) - [j19]Qinglai Wei, Frank L. Lewis, Qiuye Sun, Pengfei Yan, Ruizhuo Song:
Discrete-Time Deterministic Q-Learning: A Novel Convergence Analysis. IEEE Trans. Cybern. 47(5): 1224-1237 (2017) - [j18]Qinglai Wei, Derong Liu
Discrete-Time Optimal Control via Local Policy Iteration Adaptive Dynamic Programming. IEEE Trans. Cybern. 47(10): 3367-3379 (2017) - [j17]Qinglai Wei, Guang Shi, Ruizhuo Song, Yu Liu:
Adaptive Dynamic Programming-Based Optimal Control Scheme for Energy Storage Systems With Solar Renewable Energy. IEEE Trans. Ind. Electron. 64(7): 5468-5478 (2017) - [j16]Qinglai Wei
Error-Tolerant Iterative Adaptive Dynamic Programming for Optimal Renewable Home Energy Scheduling and Battery Management. IEEE Trans. Ind. Electron. 64(12): 9527-9537 (2017) - [j15]Ruizhuo Song, Frank L. Lewis, Qinglai Wei
Off-Policy Integral Reinforcement Learning Method to Solve Nonlinear Continuous-Time Multiplayer Nonzero-Sum Games. IEEE Trans. Neural Networks Learn. Syst. 28(3): 704-713 (2017) - [c12]Liao Zhu, Ruizhuo Song, Yulong Xie, Junsong Li:
Adaptive Dynamic Programming for Direct Current Servo Motor. ICONIP (1) 2017: 731-740 - [c11]Qinglai Wei, Yancai Xu, Qiao Lin, Derong Liu
Local Policy Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems. ISNN (2) 2017: 148-153 - [c10]Qinglai Wei, Benkai Li, Ruizhuo Song:
Discrete-time generalized policy iteration ADP algorithm with approximation errors. SSCI 2017: 1-6 - [c9]Yongliang Yang, Ruizhuo Song, Yixin Yin, Donald C. Wunsch, Hamidreza Modares:
Containment control of heterogeneous systems with active leaders of bounded unknown control using reinforcement learning. SSCI 2017: 1-7 - 2016
- [j14]Ruizhuo Song, Qinglai Wei, Wendong Xiao:
ADP-based optimal sensor scheduling for target tracking in energy harvesting wireless sensor networks. Neural Comput. Appl. 27(6): 1543-1551 (2016) - [j13]Ruizhuo Song, Frank L. Lewis, Qinglai Wei, Huaguang Zhang:
Off-Policy Actor-Critic Structure for Optimal Control of Unknown Systems With Disturbances. IEEE Trans. Cybern. 46(5): 1041-1050 (2016) - [j12]Qinglai Wei, Ruizhuo Song, Pengfei Yan:
Data-Driven Zero-Sum Neuro-Optimal Control for a Class of Continuous-Time Unknown Nonlinear Systems With Disturbance Using ADP. IEEE Trans. Neural Networks Learn. Syst. 27(2): 444-458 (2016) - [c8]Qinglai Wei, Ruizhuo Song, Yancai Xu, Derong Liu
Iterative Q-learning-based nonlinear optimal tracking control. SSCI 2016: 1-5 - 2015
- [j11]Ruizhuo Song, Qinglai Wei, Qiuye Sun:
Nearly finite-horizon optimal control for a class of nonaffine time-delay nonlinear systems based on adaptive dynamic programming. Neurocomputing 156: 166-175 (2015) - [j10]Qinglai Wei, Ruizhuo Song, Qiuye Sun:
Nonlinear neuro-optimal tracking control via stable iterative Q-learning algorithm. Neurocomputing 168: 520-528 (2015) - [j9]Ruizhuo Song, Frank L. Lewis, Qinglai Wei, Huaguang Zhang, Zhong-Ping Jiang, Daniel S. Levine
Multiple Actor-Critic Structures for Continuous-Time Optimal Control Using Input-Output Data. IEEE Trans. Neural Networks Learn. Syst. 26(4): 851-865 (2015) - 2014
- [j8]Ruizhuo Song, Wendong Xiao, Changyin Sun:
A new self-learning optimal control laws for a class of discrete-time nonlinear systems based on ESN architecture. Sci. China Inf. Sci. 57(6): 1-10 (2014) - [j7]Ruizhuo Song, Wendong Xiao, Qinglai Wei, Changyin Sun:
Neural-network-based approach to finite-time optimal control for a class of unknown nonlinear systems. Soft Comput. 18(8): 1645-1653 (2014) - [j6]Ruizhuo Song, Wendong Xiao, Huaguang Zhang, Changyin Sun:
Adaptive Dynamic Programming for a Class of Complex-Valued Nonlinear Systems. IEEE Trans. Neural Networks Learn. Syst. 25(9): 1733-1739 (2014) - [c7]Ruizhuo Song, Qinglai Wei, Zenglian Zhang, Biao Song:
Neural-network-based optimal control for a class of complex-valued nonlinear systems with input saturation. IJCNN 2014: 245-248 - 2013
- [j5]Ruizhuo Song, Wendong Xiao, Huaguang Zhang:
Multi-objective optimal control for a class of unknown nonlinear systems based on finite-approximation-error ADP algorithm. Neurocomputing 119: 212-221 (2013) - [j4]Ruizhuo Song, Huaguang Zhang:
The finite-horizon optimal control for a class of time-delay affine nonlinear system. Neural Comput. Appl. 22(2): 229-235 (2013) - [j3]Ruizhuo Song, Wendong Xiao, Qinglai Wei:
Multi-objective optimal control for a class of nonlinear time-delay systems via adaptive dynamic programming. Soft Comput. 17(11): 2109-2115 (2013) - [c6]Ruizhuo Song, Wendong Xiao, Yanhong Luo:
Optimal control for a class of nonlinear system with controller constraints based on finite-approximation-errors ADP algorithm. ADPRL 2013: 19-23 - [c5]Ruizhuo Song, Wendong Xiao, Qinglai Wei:
Optimal Tracking Control for a Class of Nonlinear Time-Delay Systems with Actuator Saturation. BICS 2013: 208-215 - [c4]Ruizhuo Song, Wendong Xiao, Qinglai Wei:
Neuro-control to Energy Minimization for a Class of Chaotic Systems Based on ADP Algorithm. IScIDE 2013: 618-625 - 2012
- [c3]Wendong Xiao, Ruizhuo Song:
Adaptive dynamic programming for sensor scheduling in energy-constrained wireless sensor networks. FUSION 2012: 991-996 - 2011
- [j2]Huaguang Zhang, Ruizhuo Song, Qinglai Wei, Tieyan Zhang:
Optimal Tracking Control for a Class of Nonlinear Discrete-Time Systems With Time Delays Based on Heuristic Dynamic Programming. IEEE Trans. Neural Networks 22(12): 1851-1862 (2011) - [c2]Ruizhuo Song, Huaguang Zhang:
N-step optimal time-invariant trajectory tracking control for a class of nonlinear systems. ADPRL 2011: 184-189 - 2010
- [j1]Ruizhuo Song, Huaguang Zhang, Yanhong Luo, Qinglai Wei:
Optimal control laws for time-delay systems with saturating actuators based on heuristic dynamic programming. Neurocomputing 73(16-18): 3020-3027 (2010) - [c1]Ruizhuo Song, Dongsheng Yang, Huaguang Zhang:
Near-optimal control laws based on Heuristic Dynamic Programming iteration algorithm. ICNSC 2010: 261-266
Coauthor Index
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