Ruizhuo Song

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 61

Top Topics

Policy Iteration

Optimal Control

Nonlinear Systems

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Syst. Man Cybern. Syst.

IEEE Trans. Cybern.

Publications

Lu Liu, Ruizhuo Song
Adaptive sampling artificial-actual control for non-zero-sum games of constrained systems. Neural Networks 178 (2024)
Ruizhuo Song, Beiming Yuan
Funny-Valen-Tine: Planning Solution Distribution Enhances Machine Abstract Reasoning Ability. CoRR (2024)
Ruizhuo Song, Gaofu Yang, Frank L. Lewis
Nearly Optimal Control for Mixed Zero-Sum Game Based on Off-Policy Integral Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
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 (2024)
Ruizhuo Song, Beiming Yuan
D4C glove-train: solving the RPM and Bongard-logo problem by distributing and Circumscribing concepts. CoRR (2024)
Ruizhuo Song, Beiming Yuan
Solving the bongard-logo problem by modeling a probabilistic model. CoRR (2024)
Ruizhuo Song, Beiming Yuan
Triple-CFN: Restructuring Conceptual Spaces for Enhancing Abstract Reasoning process. CoRR (2024)
Lina Xia, Qing Li, Ruizhuo Song, Yongfeng Feng
Dynamic Event-Triggered Leader-Follower Control for Multiagent Systems Subject to Input Time Delay. IEEE Trans. Syst. Man Cybern. Syst. 53 (3) (2023)
Lu Liu, Ruizhuo Song, Lina Xia
Constrained event-driven policy iteration design for nonlinear discrete time systems. Neurocomputing 528 (2023)
Ruizhuo Song, Gaofu Yang
Online solving Nash equilibrium solution of N-player nonzero-sum differential games via recursive least squares. Soft Comput. 27 (22) (2023)
Lina Xia, Qing Li, Ruizhuo Song, Yue Feng
Dynamic asynchronous edge-based event-triggered consensus of multi-agent systems. Knowl. Based Syst. 272 (2023)
Lina Xia, Qing Li, Ruizhuo Song
Adaptive Event-Triggered Average Tracking Control With Activable Event-Triggering Mechanisms. IEEE Trans. Syst. Man Cybern. Syst. 53 (10) (2023)
Ruizhuo Song, Lu Liu, Lina Xia, Frank L. Lewis
Online Optimal Event-Triggered H∞ Control for Nonlinear Systems With Constrained State and Input. IEEE Trans. Syst. Man Cybern. Syst. 53 (1) (2023)
Ruizhuo Song, Lu Liu, Zhen Xu
Adaptive dynamic event-triggered control for constrained modular reconfigurable robot. Knowl. Based Syst. 254 (2022)
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 (2022)
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) (2022)
Liqiang Tang, Yongliang Yang, Wencheng Zou, Ruizhuo Song
Neuro-adaptive fixed-time control with novel command filter design for nonlinear systems with input dead-zone. Neurocomputing 511 (2022)
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 (2022)
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) (2022)
Lu Liu, Ruizhuo Song, Qinglai Wei
Event-Triggered Energy Optimization of Wireless Sensor Networks. ICNSC (2022)
Ruizhuo Song, Shi Xing, Zhen Xu
Finite-time leader-follower consensus of a discrete-time system via sliding mode control. Frontiers Inf. Technol. Electron. Eng. 23 (7) (2022)
Tengcong Ma, Ruizhuo Song
Event-triggered Suboptimal Control Based Adaptive Reinforcement Learning. ICRAI (2021)
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) (2021)
Qinglai Wei, Zehua Liao, Ruizhuo Song, Pinjia Zhang, Zhuo Wang, Jun Xiao
Self-Learning Optimal Control for Ice-Storage Air Conditioning Systems via Data-Based Adaptive Dynamic Programming. IEEE Trans. Ind. Electron. 68 (4) (2021)
Tao Li, Qinglai Wei, Hongyang Li, Ruizhuo Song
Policy Iteration Algorithm for Constrained Cost Optimal Control of Discrete-Time Nonlinear System. IJCNN (2021)
Ruizhuo Song, Qinglai Wei, Huaguang Zhang, Frank L. Lewis
Discrete-Time Non-Zero-Sum Games With Completely Unknown Dynamics. IEEE Trans. Cybern. 51 (6) (2021)
Huai Cao, Ruizhuo Song
PID Parameter Tuning Based On Adaptive Dynamic Programming. ICRAI (2021)
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 (2021)
Ruizhuo Song, Lu Liu
Event-triggered constrained robust control for partly-unknown nonlinear systems via ADP. Neurocomputing 404 (2020)
Qinglai Wei, Ruizhuo Song, Zehua Liao, Benkai Li, Frank L. Lewis
Discrete-Time Impulsive Adaptive Dynamic Programming. IEEE Trans. Cybern. 50 (10) (2020)
Ruizhuo Song, Junsong Li, Frank L. Lewis
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) (2020)
Qing Li, Lina Xia, Ruizhuo Song, Jian Liu
Leader-Follower Bipartite Output Synchronization on Signed Digraphs Under Adversarial Factors via Data-Based Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 31 (10) (2020)
Ruizhuo Song, Kanghao Du
Mix-zero-sum differential games for linear systems with unknown dynamics based on off-policy IRL. Neurocomputing 398 (2020)
Ruizhuo Song, Frank L. Lewis
Robust optimal control for a class of nonlinear systems with unknown disturbances based on disturbance observer and policy iteration. Neurocomputing 390 (2020)
Ruizhuo Song, Liao Zhu
Stable value iteration for two-player zero-sum game of discrete-time nonlinear systems based on adaptive dynamic programming. Neurocomputing 340 (2019)
Qing Li, Lina Xia, Ruizhuo Song
Output Resilient Containment Control of Heterogeneous Systems With Active Leaders Using Reinforcement Learning Under Attack Inputs. IEEE Access 7 (2019)
Ruizhuo Song, Liao Zhu
Optimal fixed-point tracking control for discrete-time nonlinear systems via ADP. IEEE CAA J. Autom. Sinica 6 (3) (2019)
Zehua Liao, Qinglai Wei, Ruizhuo Song
Parallel Adaptive Critic Designs of Optimal Control for Ice-Storage Air Conditioning Systems. SSCI (2019)
Qing Li, Lina Xia, Ruizhuo Song
Bipartite state synchronization of heterogeneous system with active leader on signed digraph under adversarial inputs. Neurocomputing 369 (2019)
Zenglian Zhang, Ruizhuo Song, Min Cao
Synchronous optimal control method for nonlinear systems with saturating actuators and unknown dynamics using off-policy integral reinforcement learning. Neurocomputing 356 (2019)
Ruizhuo Song, Yulong Xie, Zenglian Zhang
Data-driven finite-horizon optimal tracking control scheme for completely unknown discrete-time nonlinear systems. Neurocomputing 356 (2019)
Kanghao Du, Ruizhuo Song, Qinglai Wei, Bo Zhao
A Solution of Two-Person Zero Sum Differential Games with Incomplete State Information. ISNN (1) (2019)
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) (2018)
Qinglai Wei, Benkai Li, Ruizhuo Song
Discrete-Time Stable Generalized Self-Learning Optimal Control With Approximation Errors. IEEE Trans. Neural Networks Learn. Syst. 29 (4) (2018)
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) (2018)
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) (2017)
Liao Zhu, Ruizhuo Song, Yulong Xie, Junsong Li
Adaptive Dynamic Programming for Direct Current Servo Motor. ICONIP (1) (2017)
Qinglai Wei, Yancai Xu, Qiao Lin, Derong Liu, Ruizhuo Song
Local Policy Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems. ISNN (2) (2017)
Qinglai Wei, Benkai Li, Ruizhuo Song
Discrete-time generalized policy iteration ADP algorithm with approximation errors. SSCI (2017)
Ruizhuo Song, Qinglai Wei, Biao Song
Neural-network-based synchronous iteration learning method for multi-player zero-sum games. Neurocomputing 242 (2017)
Qinglai Wei, Frank L. Lewis, Guang Shi, Ruizhuo Song
Error-Tolerant Iterative Adaptive Dynamic Programming for Optimal Renewable Home Energy Scheduling and Battery Management. IEEE Trans. Ind. Electron. 64 (12) (2017)
Qinglai Wei, Derong Liu, Qiao Lin, Ruizhuo Song
Discrete-Time Optimal Control via Local Policy Iteration Adaptive Dynamic Programming. IEEE Trans. Cybern. 47 (10) (2017)
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) (2017)
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) (2017)
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) (2017)
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)
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) (2017)
Qinglai Wei, Ruizhuo Song, Yancai Xu, Derong Liu
Iterative Q-learning-based nonlinear optimal tracking control. SSCI (2016)
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) (2016)
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) (2016)
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) (2016)
Qinglai Wei, Ruizhuo Song, Qiuye Sun
Nonlinear neuro-optimal tracking control via stable iterative Q-learning algorithm. Neurocomputing 168 (2015)
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 (2015)
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) (2015)
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) (2014)
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)
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) (2014)
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) (2014)
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 (2013)
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) (2013)
Ruizhuo Song, Wendong Xiao, Qinglai Wei
Optimal Tracking Control for a Class of Nonlinear Time-Delay Systems with Actuator Saturation. BICS (2013)
Ruizhuo Song, Wendong Xiao, Qinglai Wei
Neuro-control to Energy Minimization for a Class of Chaotic Systems Based on ADP Algorithm. IScIDE (2013)
Ruizhuo Song, Huaguang Zhang
The finite-horizon optimal control for a class of time-delay affine nonlinear system. Neural Comput. Appl. 22 (2) (2013)
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)
Wendong Xiao, Ruizhuo Song
Adaptive dynamic programming for sensor scheduling in energy-constrained wireless sensor networks. FUSION (2012)
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) (2011)
Ruizhuo Song, Huaguang Zhang
N-step optimal time-invariant trajectory tracking control for a class of nonlinear systems. ADPRL (2011)
Ruizhuo Song, Dongsheng Yang, Huaguang Zhang
Near-optimal control laws based on Heuristic Dynamic Programming iteration algorithm. ICNSC (2010)
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) (2010)