Ruizhuo Song

99 papers B 2C 2Journal 78Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Boundary node detection and localization optimization in anisotropic networks.
Ad Hoc Networks
Shi Xing, Ruizhuo Song
2026 J jnl
Event-triggered robust optimal control for networked multiplayer system.
Inf. Sci.
Gaofu Yang, Ruizhuo Song, Lina Xia
2025 J jnl
Adaptive Self-Triggered Impulsive Fault-Tolerant Control for Multi-Player Constrained Systems.
IEEE CAA J. Autom. Sinica
Lu Liu, Ruizhuo Song, Lina Xia
2025 J jnl
Aperiodic Sampling Artificial-Actual H
IEEE Trans Autom. Sci. Eng.
Ruizhuo Song, Lu Liu, Bo Hu
2025 J jnl
DIO: Refining Mutual Information and Causal Chain to Enhance Machine Abstract Reasoning Ability.
CoRR
Ruizhuo Song, Beiming Yuan
2025 J jnl
Dynamic Self-Triggered Adaptive Control for Voltage Regulation of DC Microgrids.
IEEE Trans. Circuits Syst. II Express Briefs
Fan Liu, Hanguang Su, Huaguang Zhang, Ruizhuo Song, Jiawei Wang
2025 J jnl
Dynamic event-triggered cooperative critic-only control for heterogeneous MASs with uniformly positive minimum inter-event times.
Inf. Sci.
Lina Xia, Yue Feng, Qing Li, Ruizhuo Song
2025 — conf
EdgeMono: A Lightweight Self-Supervised Monocular Depth Estimation Framework for Edge Devices.
WF-IoT
Yingxuan Wang, Ruizhuo Song
2025 J jnl
Fully distributed adaptive optimization event-triggered/self-triggered synchronization for multi-agent systems.
Neurocomputing
Lina Xia, Qing Li, Ruizhuo Song
2025 J jnl
Improved DV-Hop Localization With Optimized Anchor Selection in Anisotropic Networks.
IEEE Trans. Veh. Technol.
Ruizhuo Song, Shi Xing, Bosen Lian
2025 J jnl
Intelligent Damage Detection for High Strength Bolts on Wind Turbines Based on Deep Cognitive Method.
IEEE Access
Lüeshi Li, Beiming Yuan, Lu Liu, Ruizhuo Song
2025 — book
Iterative Adaptive Dynamic Programming for Self-Learning Optimal Control
Qinglai Wei, Ruizhuo Song, Hongyang Li
2025 J jnl
Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability.
CoRR
Ruizhuo Song, Beiming Yuan
2025 J jnl
Nash Equilibrium in Multiplayer Graphical Games via Reinforcement Learning and Distributed Observers.
IEEE Trans. Neural Networks Learn. Syst.
Gaofu Yang, Ruizhuo Song, Qing Li, Lina Xia
2025 J jnl
Novel Event-Triggered Control for Time-Varying Leader-Follower MASs on Directed Graphs.
IEEE Trans. Syst. Man Cybern. Syst.
Lina Xia, Qing Li, Ruizhuo Song, Xiang-Gui Guo, Frank L. Lewis
2025 J jnl
Optimal Containment Control for Unknown Active Heterogeneous MASs via Model-Free Recursive Reinforcement Learning.
IEEE Access
Lina Xia, Qing Li, Ruizhuo Song, Gaofu Yang
2025 J jnl
Output Regulation Based on Zero-Sum Game for Discrete-Time System Driven by Exogenous Signal.
IEEE Trans. Syst. Man Cybern. Syst.
Ruizhuo Song, Gaofu Yang, Frank L. Lewis
2025 J jnl
Robust Node Localization With Fault Detection in Anisotropic Networks.
IEEE Internet Things J.
Ruizhuo Song, Shi Xing, Bosen Lian
2024 J jnl
Adaptive sampling artificial-actual control for non-zero-sum games of constrained systems.
Neural Networks
Lu Liu, Ruizhuo Song
2024 J jnl
D4C glove-train: solving the RPM and Bongard-logo problem by distributing and Circumscribing concepts.
CoRR
Ruizhuo Song, Beiming Yuan
2024 C conf
Data-Driven Optimal Control for Continuous- Time Linear Nonzero-Sum Games.
ICARCV
Hongyang Li, Qinglai Wei, Ruizhuo Song
2024 J jnl
Fully distributed synchronization on directed graphs via self-triggered control with positive minimum inter-event times.
Neurocomputing
Lina Xia, Qing Li, Ruizhuo Song, Lu Liu
2024 J jnl
Funny-Valen-Tine: Planning Solution Distribution Enhances Machine Abstract Reasoning Ability.
CoRR
Ruizhuo Song, Beiming Yuan
2024 J jnl
GKN-Stack: An Ensemble Deep Learning Framework for Blood Glucose Forecasting Based on Medical Examination Data.
IEEE Access
Lüeshi Li, Huafeng Zhang, Ruizhuo Song
2024 J jnl
Nearly Optimal Control for Mixed Zero-Sum Game Based on Off-Policy Integral Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst.
Ruizhuo Song, Gaofu Yang, Frank L. Lewis
2024 J jnl
Solving the bongard-logo problem by modeling a probabilistic model.
CoRR
Ruizhuo Song, Beiming Yuan
2024 J jnl
Triple-CFN: Restructuring Conceptual Spaces for Enhancing Abstract Reasoning process.
CoRR
Ruizhuo Song, Beiming Yuan
2023 J jnl
Adaptive Event-Triggered Average Tracking Control With Activable Event-Triggering Mechanisms.
IEEE Trans. Syst. Man Cybern. Syst.
Lina Xia, Qing Li, Ruizhuo Song
2023 J jnl
Constrained event-driven policy iteration design for nonlinear discrete time systems.
Neurocomputing
Lu Liu, Ruizhuo Song, Lina Xia
2023 J jnl
Dynamic Event-Triggered Leader-Follower Control for Multiagent Systems Subject to Input Time Delay.
IEEE Trans. Syst. Man Cybern. Syst.
Lina Xia, Qing Li, Ruizhuo Song, Yongfeng Feng
2023 J jnl
Dynamic asynchronous edge-based event-triggered consensus of multi-agent systems.
Knowl. Based Syst.
Lina Xia, Qing Li, Ruizhuo Song, Yue Feng
2023 J jnl
Online Optimal Event-Triggered H∞ Control for Nonlinear Systems With Constrained State and Input.
IEEE Trans. Syst. Man Cybern. Syst.
Ruizhuo Song, Lu Liu, Lina Xia, Frank L. Lewis
2023 J jnl
Online solving Nash equilibrium solution of N-player nonzero-sum differential games via recursive least squares.
Soft Comput.
Ruizhuo Song, Gaofu Yang
2022 J jnl
Adaptive dynamic event-triggered control for constrained modular reconfigurable robot.
Knowl. Based Syst.
Ruizhuo Song, Lu Liu, Zhen Xu
2022 J jnl
Distributed optimized dynamic event-triggered control for unknown heterogeneous nonlinear MASs with input-constrained.
Neural Networks
Lina Xia, Qing Li, Ruizhuo Song, Shuzhi Sam Ge
2022 — conf
Event-Triggered Energy Optimization of Wireless Sensor Networks.
ICNSC
Lu Liu, Ruizhuo Song, Qinglai Wei
2022 J jnl
Finite-time leader-follower consensus of a discrete-time system via sliding mode control.
Frontiers Inf. Technol. Electron. Eng.
Ruizhuo Song, Shi Xing, Zhen Xu
2022 J jnl
Leader-follower time-varying output formation control of heterogeneous systems under cyber attack with active leader.
Inf. Sci.
Lina Xia, Qing Li, Ruizhuo Song, Zhaolong Zhang
2022 J jnl
Model-Free Adaptive Optimal Control for Unknown Nonlinear Multiplayer Nonzero-Sum Game.
IEEE Trans. Neural Networks Learn. Syst.
Qinglai Wei, Liao Zhu, Ruizhuo Song, Pinjia Zhang, Derong Liu, Jun Xiao
2022 J jnl
Neuro-adaptive fixed-time control with novel command filter design for nonlinear systems with input dead-zone.
Neurocomputing
Liqiang Tang, Yongliang Yang, Wencheng Zou, Ruizhuo Song
2022 J jnl
Optimal Synchronization Control of Heterogeneous Asymmetric Input-Constrained Unknown Nonlinear MASs via Reinforcement Learning.
IEEE CAA J. Autom. Sinica
Lina Xia, Qing Li, Ruizhuo Song, Hamidreza Modares
2021 J jnl
Discrete-Time Non-Zero-Sum Games With Completely Unknown Dynamics.
IEEE Trans. Cybern.
Ruizhuo Song, Qinglai Wei, Huaguang Zhang, Frank L. Lewis
2021 — conf
Event-triggered Suboptimal Control Based Adaptive Reinforcement Learning.
ICRAI
Tengcong Ma, Ruizhuo Song
2021 J jnl
Novel Resilient Structure of Output Formation Tracking of Heterogeneous Systems With Unknown Leader Under Contested Environments.
IEEE Trans. Syst. Man Cybern. Syst.
Qing Li, Lina Xia, Ruizhuo Song
2021 J jnl
Output event-triggered tracking synchronization of heterogeneous systems on directed digraph via model-free reinforcement learning.
Inf. Sci.
Qing Li, Lina Xia, Ruizhuo Song, Lu Liu
2021 — conf
PID Parameter Tuning Based On Adaptive Dynamic Programming.
ICRAI
Huai Cao, Ruizhuo Song
2021 B conf
Policy Iteration Algorithm for Constrained Cost Optimal Control of Discrete-Time Nonlinear System.
IJCNN
Tao Li, Qinglai Wei, Hongyang Li, Ruizhuo Song
2021 J jnl
Self-Learning Optimal Control for Ice-Storage Air Conditioning Systems via Data-Based Adaptive Dynamic Programming.
IEEE Trans. Ind. Electron.
Qinglai Wei, Zehua Liao, Ruizhuo Song, Pinjia Zhang, Zhuo Wang, Jun Xiao
2020 J jnl
Discrete-Time Impulsive Adaptive Dynamic Programming.
IEEE Trans. Cybern.
Qinglai Wei, Ruizhuo Song, Zehua Liao, Benkai Li, Frank L. Lewis
2020 J jnl
Event-triggered constrained robust control for partly-unknown nonlinear systems via ADP.
Neurocomputing
Ruizhuo Song, Lu Liu
2020 J jnl
Leader-Follower Bipartite Output Synchronization on Signed Digraphs Under Adversarial Factors via Data-Based Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst.
Qing Li, Lina Xia, Ruizhuo Song, Jian Liu
2020 J jnl
Mix-zero-sum differential games for linear systems with unknown dynamics based on off-policy IRL.
Neurocomputing
Ruizhuo Song, Kanghao Du
2020 J jnl
Robust Optimal Control for Disturbed Nonlinear Zero-Sum Differential Games Based on Single NN and Least Squares.
IEEE Trans. Syst. Man Cybern. Syst.
Ruizhuo Song, Junsong Li, Frank L. Lewis
2020 J jnl
Robust optimal control for a class of nonlinear systems with unknown disturbances based on disturbance observer and policy iteration.
Neurocomputing
Ruizhuo Song, Frank L. Lewis
2019 — conf
A Solution of Two-Person Zero Sum Differential Games with Incomplete State Information.
ISNN (1)
Kanghao Du, Ruizhuo Song, Qinglai Wei, Bo Zhao
2019 J jnl
Bipartite state synchronization of heterogeneous system with active leader on signed digraph under adversarial inputs.
Neurocomputing
Qing Li, Lina Xia, Ruizhuo Song
2019 J jnl
Data-driven finite-horizon optimal tracking control scheme for completely unknown discrete-time nonlinear systems.
Neurocomputing
Ruizhuo Song, Yulong Xie, Zenglian Zhang
2019 J jnl
Optimal fixed-point tracking control for discrete-time nonlinear systems via ADP.
IEEE CAA J. Autom. Sinica
Ruizhuo Song, Liao Zhu
2019 J jnl
Output Resilient Containment Control of Heterogeneous Systems With Active Leaders Using Reinforcement Learning Under Attack Inputs.
IEEE Access
Qing Li, Lina Xia, Ruizhuo Song
2019 — conf
Parallel Adaptive Critic Designs of Optimal Control for Ice-Storage Air Conditioning Systems.
SSCI
Zehua Liao, Qinglai Wei, Ruizhuo Song
2019 J jnl
Stable value iteration for two-player zero-sum game of discrete-time nonlinear systems based on adaptive dynamic programming.
Neurocomputing
Ruizhuo Song, Liao Zhu
2019 J jnl
Synchronous optimal control method for nonlinear systems with saturating actuators and unknown dynamics using off-policy integral reinforcement learning.
Neurocomputing
Zenglian Zhang, Ruizhuo Song, Min Cao
2018 J jnl
Adaptive Dynamic Programming for Discrete-Time Zero-Sum Games.
IEEE Trans. Neural Networks Learn. Syst.
Qinglai Wei, Derong Liu, Qiao Lin, Ruizhuo Song
2018 J jnl
Discrete-Time Local Value Iteration Adaptive Dynamic Programming: Convergence Analysis.
IEEE Trans. Syst. Man Cybern. Syst.
Qinglai Wei, Frank L. Lewis, Derong Liu, Ruizhuo Song, Hanquan Lin
2018 J jnl
Discrete-Time Stable Generalized Self-Learning Optimal Control With Approximation Errors.
IEEE Trans. Neural Networks Learn. Syst.
Qinglai Wei, Benkai Li, Ruizhuo Song
2017 — conf
Adaptive Dynamic Programming for Direct Current Servo Motor.
ICONIP (1)
Liao Zhu, Ruizhuo Song, Yulong Xie, Junsong Li
2017 J jnl
Adaptive Dynamic Programming-Based Optimal Control Scheme for Energy Storage Systems With Solar Renewable Energy.
IEEE Trans. Ind. Electron.
Qinglai Wei, Guang Shi, Ruizhuo Song, Yu Liu
2017 — conf
Containment control of heterogeneous systems with active leaders of bounded unknown control using reinforcement learning.
SSCI
Yongliang Yang, Ruizhuo Song, Yixin Yin, Donald C. Wunsch, Hamidreza Modares
2017 J jnl
Discrete-Time Deterministic Q-Learning: A Novel Convergence Analysis.
IEEE Trans. Cybern.
Qinglai Wei, Frank L. Lewis, Qiuye Sun, Pengfei Yan, Ruizhuo Song
2017 J jnl
Discrete-Time Optimal Control via Local Policy Iteration Adaptive Dynamic Programming.
IEEE Trans. Cybern.
Qinglai Wei, Derong Liu, Qiao Lin, Ruizhuo Song
2017 — conf
Discrete-time generalized policy iteration ADP algorithm with approximation errors.
SSCI
Qinglai Wei, Benkai Li, Ruizhuo Song
2017 J jnl
Error-Tolerant Iterative Adaptive Dynamic Programming for Optimal Renewable Home Energy Scheduling and Battery Management.
IEEE Trans. Ind. Electron.
Qinglai Wei, Frank L. Lewis, Guang Shi, Ruizhuo Song
2017 — conf
Local Policy Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems.
ISNN (2)
Qinglai Wei, Yancai Xu, Qiao Lin, Derong Liu, Ruizhuo Song
2017 J jnl
Neural-network-based synchronous iteration learning method for multi-player zero-sum games.
Neurocomputing
Ruizhuo Song, Qinglai Wei, Biao Song
2017 J jnl
Off-Policy Integral Reinforcement Learning Method to Solve Nonlinear Continuous-Time Multiplayer Nonzero-Sum Games.
IEEE Trans. Neural Networks Learn. Syst.
Ruizhuo Song, Frank L. Lewis, Qinglai Wei
2017 J jnl
Off-policy neuro-optimal control for unknown complex-valued nonlinear systems based on policy iteration.
Neural Comput. Appl.
Ruizhuo Song, Qinglai Wei, Wendong Xiao
2017 J jnl
Optimal constrained self-learning battery sequential management in microgrid via adaptive dynamic programming.
IEEE CAA J. Autom. Sinica
Qinglai Wei, Derong Liu, Yu Liu, Ruizhuo Song
2016 J jnl
ADP-based optimal sensor scheduling for target tracking in energy harvesting wireless sensor networks.
Neural Comput. Appl.
Ruizhuo Song, Qinglai Wei, Wendong Xiao
2016 J jnl
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.
Qinglai Wei, Ruizhuo Song, Pengfei Yan
2016 — conf
Iterative Q-learning-based nonlinear optimal tracking control.
SSCI
Qinglai Wei, Ruizhuo Song, Yancai Xu, Derong Liu
2016 J jnl
Off-Policy Actor-Critic Structure for Optimal Control of Unknown Systems With Disturbances.
IEEE Trans. Cybern.
Ruizhuo Song, Frank L. Lewis, Qinglai Wei, Huaguang Zhang
2015 J jnl
Multiple Actor-Critic Structures for Continuous-Time Optimal Control Using Input-Output Data.
IEEE Trans. Neural Networks Learn. Syst.
Ruizhuo Song, Frank L. Lewis, Qinglai Wei, Huaguang Zhang, Zhong-Ping Jiang, Daniel S. Levine
2015 J jnl
Nearly finite-horizon optimal control for a class of nonaffine time-delay nonlinear systems based on adaptive dynamic programming.
Neurocomputing
Ruizhuo Song, Qinglai Wei, Qiuye Sun
2015 J jnl
Nonlinear neuro-optimal tracking control via stable iterative Q-learning algorithm.
Neurocomputing
Qinglai Wei, Ruizhuo Song, Qiuye Sun
2014 J jnl
A new self-learning optimal control laws for a class of discrete-time nonlinear systems based on ESN architecture.
Sci. China Inf. Sci.
Ruizhuo Song, Wendong Xiao, Changyin Sun
2014 J jnl
Adaptive Dynamic Programming for a Class of Complex-Valued Nonlinear Systems.
IEEE Trans. Neural Networks Learn. Syst.
Ruizhuo Song, Wendong Xiao, Huaguang Zhang, Changyin Sun
2014 J jnl
Neural-network-based approach to finite-time optimal control for a class of unknown nonlinear systems.
Soft Comput.
Ruizhuo Song, Wendong Xiao, Qinglai Wei, Changyin Sun
2014 B conf
Neural-network-based optimal control for a class of complex-valued nonlinear systems with input saturation.
IJCNN
Ruizhuo Song, Qinglai Wei, Zenglian Zhang, Biao Song
2013 J jnl
Multi-objective optimal control for a class of nonlinear time-delay systems via adaptive dynamic programming.
Soft Comput.
Ruizhuo Song, Wendong Xiao, Qinglai Wei
2013 J jnl
Multi-objective optimal control for a class of unknown nonlinear systems based on finite-approximation-error ADP algorithm.
Neurocomputing
Ruizhuo Song, Wendong Xiao, Huaguang Zhang
2013 — conf
Neuro-control to Energy Minimization for a Class of Chaotic Systems Based on ADP Algorithm.
IScIDE
Ruizhuo Song, Wendong Xiao, Qinglai Wei
2013 — conf
Optimal Tracking Control for a Class of Nonlinear Time-Delay Systems with Actuator Saturation.
BICS
Ruizhuo Song, Wendong Xiao, Qinglai Wei
2013 — conf
Optimal control for a class of nonlinear system with controller constraints based on finite-approximation-errors ADP algorithm.
ADPRL
Ruizhuo Song, Wendong Xiao, Yanhong Luo
2013 J jnl
The finite-horizon optimal control for a class of time-delay affine nonlinear system.
Neural Comput. Appl.
Ruizhuo Song, Huaguang Zhang
2012 C conf
Adaptive dynamic programming for sensor scheduling in energy-constrained wireless sensor networks.
FUSION
Wendong Xiao, Ruizhuo Song
2011 — conf
N-step optimal time-invariant trajectory tracking control for a class of nonlinear systems.
ADPRL
Ruizhuo Song, Huaguang Zhang
2011 J jnl
Optimal Tracking Control for a Class of Nonlinear Discrete-Time Systems With Time Delays Based on Heuristic Dynamic Programming.
IEEE Trans. Neural Networks
Huaguang Zhang, Ruizhuo Song, Qinglai Wei, Tieyan Zhang
2010 — conf
Near-optimal control laws based on Heuristic Dynamic Programming iteration algorithm.
ICNSC
Ruizhuo Song, Dongsheng Yang, Huaguang Zhang
2010 J jnl
Optimal control laws for time-delay systems with saturating actuators based on heuristic dynamic programming.
Neurocomputing
Ruizhuo Song, Huaguang Zhang, Yanhong Luo, Qinglai Wei