Online adaptive optimal control for bilinear systems. - Biao Luo 001; Huai-Ning Wu (ACC, 2012)

Neural Network Based Online Simultaneous Policy Update Algorithm for Solving the HJI Equation in Nonlinear H∞ Control. - Huai-Ning Wu; Biao Luo 001 (IEEE Trans. Neural Networks Learn. Syst., 2012)

Approximate Optimal Control Design for Nonlinear One-Dimensional Parabolic PDE Systems Using Empirical Eigenfunctions and Neural Network. - Biao Luo 001; Huai-Ning Wu (IEEE Trans. Syst. Man Cybern. Part B, 2012)

Data-based approximate policy iteration for nonlinear continuous-time optimal control design. - Biao Luo 001; Huai-Ning Wu; Tingwen Huang; Derong Liu 001 (CoRR, 2013)

H-infinity control for air-breathing hypersonic vehicle based on online simultaneous policy update algorithm. - Chao Guo; Huai-Ning Wu; Biao Luo 001; Lei Guo 003 (Int. J. Intell. Comput. Cybern., 2013)

Simultaneous policy update algorithms for learning the solution of linear continuous-time H∞ state feedback control. - Huai-Ning Wu; Biao Luo 001 (Inf. Sci., 2013)

Data-based approximate policy iteration for affine nonlinear continuous-time optimal control design. - Biao Luo 001; Huai-Ning Wu; Tingwen Huang; Derong Liu 001 (Autom., 2014)

Q-learning for Optimal Control of Continuous-time Systems. - Biao Luo 001; Derong Liu 001; Tingwen Huang (CoRR, 2014)

H ∞ Control Synthesis for Linear Parabolic PDE Systems with Model-Free Policy Iteration. - Biao Luo 001; Derong Liu 001; Xiong Yang 001; Hongwen Ma (ISNN, 2015)

Reinforcement learning solution for HJB equation arising in constrained optimal control problem. - Biao Luo 001; Huai-Ning Wu; Tingwen Huang; Derong Liu 001 (Neural Networks, 2015)

Off-Policy Reinforcement Learning for H∞ Control Design. - Biao Luo 001; Huai-Ning Wu; Tingwen Huang (IEEE Trans. Cybern., 2015)

Data-Driven H∞ Control for Nonlinear Distributed Parameter Systems. - Biao Luo 001; Tingwen Huang; Huai-Ning Wu; Xiong Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2015)

Adaptive Optimal Control of Highly Dissipative Nonlinear Spatially Distributed Processes With Neuro-Dynamic Programming. - Biao Luo 001; Huai-Ning Wu; Han-Xiong Li (IEEE Trans. Neural Networks Learn. Syst., 2015)

Data-Based Optimal Tracking Control of Nonaffine Nonlinear Discrete-Time Systems. - Biao Luo 001; Derong Liu 001; Tingwen Huang; Chao Li 024 (ICONIP (4), 2016)

Bipartite output consensus in networked multi-agent systems of high-order power integrators with signed digraph and input noises. - Hongwen Ma; Derong Liu 001; Ding Wang 001; Biao Luo 001 (Int. J. Syst. Sci., 2016)

Data-based robust adaptive control for a class of unknown nonlinear constrained-input systems via integral reinforcement learning. - Xiong Yang 001; Derong Liu 001; Biao Luo 001; Chao Li 024 (Inf. Sci., 2016)

Model-Free Optimal Tracking Control via Critic-Only Q-Learning. - Biao Luo 001; Derong Liu 001; Tingwen Huang; Ding Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2016)

An Approximate Optimal Control Approach for Robust Stabilization of a Class of Discrete-Time Nonlinear Systems With Uncertainties. - Ding Wang 001; Derong Liu 001; Hongliang Li 002; Biao Luo 001; Hongwen Ma (IEEE Trans. Syst. Man Cybern. Syst., 2016)

Synchronization of Memristor-Based Time-Delayed Neural Networks via Pinning Control. - Zhanyu Yang; Biao Luo 001; Derong Liu 001 (ICONIP (3), 2017)

Multi-step heuristic dynamic programming for optimal control of nonlinear discrete-time systems. - Biao Luo 001; Derong Liu 001; Tingwen Huang; Xiong Yang 001; Hongwen Ma (Inf. Sci., 2017)

Pinning synchronization of memristor-based neural networks with time-varying delays. - Zhanyu Yang; Biao Luo 001; Derong Liu 001; Yueheng Li (Neural Networks, 2017)

Policy Gradient Adaptive Dynamic Programming for Data-Based Optimal Control. - Biao Luo 001; Derong Liu 001; Huai-Ning Wu; Ding Wang 001; Frank L. Lewis (IEEE Trans. Cybern., 2017)

Event-Triggered Adaptive Dynamic Programming for Continuous-Time Nonlinear Two-Player Zero-Sum Game. - Shan Xue 004; Biao Luo 001; Derong Liu 001; Yueheng Li (ICONIP (7), 2018)

Topic and Prosody Interaction in Chinese Discourse. - Yueheng Li; Biao Luo 001 (ISCSLP, 2018)

Robust synchronization of memristive neural networks with strong mismatch characteristics via pinning control. - Yueheng Li; Biao Luo 001; Derong Liu 001; Zhanyu Yang (Neurocomputing, 2018)

Reinforcement learning for robust adaptive control of partially unknown nonlinear systems subject to unmatched uncertainties. - Xiong Yang 001; Haibo He; Qinglai Wei; Biao Luo 001 (Inf. Sci., 2018)

Adaptive Q-Learning for Data-Based Optimal Output Regulation With Experience Replay. - Biao Luo 001; Yin Yang 001; Derong Liu 001 (IEEE Trans. Cybern., 2018)

Optimal Output Regulation for Model-Free Quanser Helicopter With Multistep Q-Learning. - Biao Luo 001; Huai-Ning Wu; Tingwen Huang (IEEE Trans. Ind. Electron., 2018)

Adaptive Constrained Optimal Control Design for Data-Based Nonlinear Discrete-Time Systems With Critic-Only Structure. - Biao Luo 001; Derong Liu 001; Huai-Ning Wu (IEEE Trans. Neural Networks Learn. Syst., 2018)

Pinning Control for Synchronization of Drive-Response Memristive Neural Networks with Nonidentical Parameters. - Yueheng Li; Biao Luo 001; Derong Liu 001; Zhe Dong; Zhanyu Yang (IJCNN, 2019)

Output Tracking Control Based on Adaptive Dynamic Programming With Multistep Policy Evaluation. - Biao Luo 001; Derong Liu 001; Tingwen Huang; Jiangjiang Liu 004 (IEEE Trans. Syst. Man Cybern. Syst., 2019)

Optimal Control of Iron-Removal Systems Based on Off-Policy Reinforcement Learning. - Ning Chen 009; Shuhan Luo; Jiayang Dai; Biao Luo 001; Weihua Gui 001 (IEEE Access, 2020)

Multi-scale local LSSVM based spatiotemporal modeling and optimal control for the goethite process. - Jiayang Dai; Ning Chen 009; Biao Luo 001; Weihua Gui 001; Chunhua Yang 001 (Neurocomputing, 2020)

Adaptive synchronization of memristor-based neural networks with discontinuous activations. - Yueheng Li; Biao Luo 001; Derong Liu 001; Zhanyu Yang; Yunli Zhu (Neurocomputing, 2020)

Adaptive dynamic programming based event-triggered control for unknown continuous-time nonlinear systems with input constraints. - Shan Xue 004; Biao Luo 001; Derong Liu 001; Yueheng Li (Neurocomputing, 2020)

Integral reinforcement learning based event-triggered control with input saturation. - Shan Xue 004; Biao Luo 001; Derong Liu 001 (Neural Networks, 2020)

Event-Triggered Optimal Control With Performance Guarantees Using Adaptive Dynamic Programming. - Biao Luo 001; Yin Yang 001; Derong Liu 001; Huai-Ning Wu (IEEE Trans. Neural Networks Learn. Syst., 2020)

Balancing Value Iteration and Policy Iteration for Discrete-Time Control. - Biao Luo 001; Yin Yang 001; Huai-Ning Wu; Tingwen Huang (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Event-Triggered Adaptive Dynamic Programming for Zero-Sum Game of Partially Unknown Continuous-Time Nonlinear Systems. - Shan Xue 004; Biao Luo 001; Derong Liu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Adaptive Synchronization of Delayed Memristive Neural Networks With Unknown Parameters. - Zhanyu Yang; Biao Luo 001; Derong Liu 001; Yueheng Li (IEEE Trans. Syst. Man Cybern. Syst., 2020)

A Combinatorial Recommendation System Framework Based on Deep Reinforcement Learning. - Fei Zhou; Biao Luo 001; Tianmeng Hu; Zihan Chen; Yilin Wen 003 (IEEE BigData, 2021)

Feature-guided dictionary learning for patch-and-group sparse representations in single image deraining. - Ting Liu; Hongzhong Tang; Dongbo Zhang 003; Shuying Zeng; Biao Luo 001; Zhaoyang Ai (Appl. Soft Comput., 2021)

Model-Based Safe Reinforcement Learning with Time-Varying State and Control Constraints: An Application to Intelligent Vehicles. - Xinglong Zhang; Yaoqian Peng; Biao Luo 001; Wei Pan 004; Xin Xu 001; Haibin Xie (CoRR, 2021)

Multi-objective optimization for autonomous driving strategy based on Deep Q Network. - Tianmeng Hu; Biao Luo 001; Chunhua Yang 001 (Discov. Artif. Intell., 2021)

Integral reinforcement learning-based optimal output feedback control for linear continuous-time systems with input delay. - Gao Wang; Biao Luo 001; Shan Xue 004 (Neurocomputing, 2021)

Periodic Event-Triggered Suboptimal Control With Sampling Period and Performance Analysis. - Biao Luo 001; Tingwen Huang; Derong Liu 001 (IEEE Trans. Cybern., 2021)

Policy Iteration Q-Learning for Data-Based Two-Player Zero-Sum Game of Linear Discrete-Time Systems. - Biao Luo 001; Yin Yang 001; Derong Liu 001 (IEEE Trans. Cybern., 2021)

Event-Triggered Adaptive Dynamic Programming for Unmatched Uncertain Nonlinear Continuous-Time Systems. - Shan Xue 004; Biao Luo 001; Derong Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Robust Exponential Synchronization for Memristor Neural Networks With Nonidentical Characteristics by Pinning Control. - Yueheng Li; Biao Luo 001; Derong Liu 001; Yin Yang 001; Zhanyu Yang (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Adaptive Dynamic Programming for Control: A Survey and Recent Advances. - Derong Liu 001; Shan Xue 004; Bo Zhao 015; Biao Luo 001; Qinglai Wei (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Video object segmentation based on multi-level target models and feature integration. - Bocong Gao; Yuqian Zhao; Fan Zhang 106; Biao Luo 001; Chunhua Yang 001 (Neurocomputing, 2022)

Neural network-based event-triggered integral reinforcement learning for constrained H∞ tracking control with experience replay. - Shan Xue 004; Biao Luo 001; Derong Liu 001; Ying Gao 004 (Neurocomputing, 2022)

Adaptive dynamic programming-based visual servoing control for quadrotor. - Xinning Yi; Biao Luo 001; Yuqian Zhao (Neurocomputing, 2022)

Event-triggered integral reinforcement learning for nonzero-sum games with asymmetric input saturation. - Shan Xue 004; Biao Luo 001; Derong Liu 001; Ying Gao 004 (Neural Networks, 2022)

Adaptive Appointed-Time Consensus Control of Networked Euler-Lagrange Systems With Connectivity Preservation. - Caisheng Wei; Mingzhen Gui; Chengxi Zhang; Yuxin Liao; Ming-Zhe Dai; Biao Luo 001 (IEEE Trans. Cybern., 2022)

Event-Triggered ADP for Tracking Control of Partially Unknown Constrained Uncertain Systems. - Shan Xue 004; Biao Luo 001; Derong Liu 001; Ying Gao 004 (IEEE Trans. Cybern., 2022)

Optimal Tracking Control for Uncertain Nonlinear Systems With Prescribed Performance via Critic-Only ADP. - Hongyang Dong; Xiaowei Zhao 001; Biao Luo 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Constrained Event-Triggered H∞ Control Based on Adaptive Dynamic Programming With Concurrent Learning. - Shan Xue 004; Biao Luo 001; Derong Liu 001; Yin Yang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Multi-vehicle Platoon Overtaking Using NoisyNet Multi-agent Deep Q-Learning Network. - Lv He; Dongbo Zhang 003; Tianmeng Hu; Biao Luo 001 (ICONIP (15), 2023)

Mitigation of Voltage Violation for Battery Fast Charging Based on Data-Driven Optimization. - Zheng Xiong; Biao Luo 001; Bing-Chuan Wang (ICONIP (14), 2023)

Event-Triggered Constrained H∞ Control Using Concurrent Learning and ADP. - Shan Xue 004; Biao Luo 001; Derong Liu 001; Dongsheng Guo 001 (ICONIP (8), 2023)

IMKGA-SM: Interpretable Multimodal Knowledge Graph Answer Prediction via Sequence Modeling. - Yilin Wen 003; Biao Luo 001; Yuqian Zhao (CoRR, 2023)

Decentralized Multi-agent Reinforcement Learning based State-of-Charge Balancing Strategy for Distributed Energy Storage System. - Zheng Xiong; Biao Luo 001; Bing-Chuan Wang; Xiaodong Xu 002; Xiaodong Liu 011; Tingwen Huang (CoRR, 2023)

BASeg: Boundary aware semantic segmentation for autonomous driving. - Xiaoyang Xiao; Yuqian Zhao; Fan Zhang 106; Biao Luo 001; Ling-Li Yu; Baifan Chen; Chunhua Yang 001 (Neural Networks, 2023)

Guest Editorial Special Issue on Computational Intelligence to Edge AI for Ubiquitous IoT Systems. - Honghao Gao; Biao Luo 001; Ramón J. Durán Barroso; Walayat Hussain (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Event-Triggered Optimal Control for Temperature Field of Roller Kiln Based on Adaptive Dynamic Programming. - Ning Chen 009; Binyan Li; Biao Luo 001; Weihua Gui 001; Chunhua Yang 001 (IEEE Trans. Cybern., 2023)

Predictive hierarchical reinforcement learning for path-efficient mapless navigation with moving target. - Hanxiao Li; Biao Luo 001; Wei Song 008; Chunhua Yang 001 (Neural Networks, 2023)

TSDTVOS: Target-guided spatiotemporal dual-stream transformers for video object segmentation. - Wei Zhou; Yuqian Zhao; Fan Zhang 106; Biao Luo 001; Lingli Yu; Baifan Chen; Chunhua Yang 001; Weihua Gui 001 (Neurocomputing, 2023)

LJIR: Learning Joint-Action Intrinsic Reward in cooperative multi-agent reinforcement learning. - Zihan Chen; Biao Luo 001; Tianmeng Hu; Xiaodong Xu 002 (Neural Networks, 2023)

MO-MIX: Multi-Objective Multi-Agent Cooperative Decision-Making With Deep Reinforcement Learning. - Tianmeng Hu; Biao Luo 001; Chunhua Yang 001; Tingwen Huang (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Adaptive Fuzzy Boundary Observer Design for Uncertain Linear Coupled Hyperbolic Partial Differential Equation Systems. - Linbin Teng; Yuan Yuan 017; Biao Luo 001; Chunhua Yang 001; Stevan Dubljevic; Tingwen Huang; Xiaodong Xu 002 (IEEE Trans. Fuzzy Syst., 2023)

Pinning Spatiotemporal Sampled-Data Synchronization of Coupled Reaction-Diffusion Neural Networks Under Deception Attacks. - Zipeng Wang 001; Qian-Qian Li; Huai-Ning Wu; Biao Luo 001; Tingwen Huang (IEEE Trans. Neural Networks Learn. Syst., 2023)

Adaptive dynamic programming based composite control for profile tracking with multiple constraints. - Rui Tang; Biao Luo 001; Yuxin Liao (Neurocomputing, 2023)

PA2D-MORL: Pareto Ascent Directional Decomposition Based Multi-Objective Reinforcement Learning. - Tianmeng Hu; Biao Luo 001 (AAAI, 2024)

Pursuit-Evasion Game With Asymmetric Information. - Danjie Yang; Yu Feng 002; Yongqiang Li 003; Biao Luo 001 (CDC, 2024)

Exploring heterophily in calibration of graph neural networks. - Xiaotian Xie; Biao Luo 001; Yingjie Li 008; Chunhua Yang 001; Weihua Gui 001 (Neurocomputing, 2024)

Object detection on low-resolution images with two-stage enhancement. - Minghong Li; Yuqian Zhao; Gui Gui; Fan Zhang 106; Biao Luo 001; Chunhua Yang 001; Weihua Gui 001; Kan Chang; Hui Wang 069 (Knowl. Based Syst., 2024)

Concurrent learning adaptive boundary observer design for linear coupled hyperbolic partial differential equation systems. - Linbin Teng; Yuan Yuan 017; Xiaodong Xu 002; Chunhua Yang 001; Biao Luo 001; Stevan Dubljevic; Tingwen Huang (Knowl. Based Syst., 2024)

Modular hierarchical reinforcement learning for multi-destination navigation in hybrid crowds. - Wen Ou; Biao Luo 001; Bingchuan Wang; Yuqian Zhao (Neural Networks, 2024)

Neural operators for robust output regulation of hyperbolic PDEs. - Yu Xiao 006; Yuan Yuan 017; Biao Luo 001; Xiaodong Xu 002 (Neural Networks, 2024)

Data-Driven Plant-Model Mismatch Detection for Closed-Loop LPV System Based on Instrumental Variable Using Sum-of-Norms Regularization. - Yimiao Shi; Yuan Yuan 017; Biao Luo 001; Fanbiao Li; Xiaodong Xu 002; Chunhua Yang 001 (IEEE Trans. Instrum. Meas., 2024)

Adaptive, Fuzzy Boundary Observer for a Class of Euler-Bernoulli Beam Systems With Uncertainties. - Ruixin Wu; Yu Xiao 006; Biao Luo 001; Xiaodong Xu 002; Chunhua Yang 001; Tingwen Huang (IEEE Trans. Instrum. Meas., 2024)

Multi-scale feature selection network for lightweight image super-resolution. - Minghong Li; Yuqian Zhao; Fan Zhang 106; Biao Luo 001; Chunhua Yang 001; Weihua Gui 001; Kan Chang (Neural Networks, 2024)

Adaptive Neural Tracking Control of a Class of Hyperbolic PDE With Uncertain Actuator Dynamics. - Yu Xiao 006; Yuan Yuan 017; Chunhua Yang 001; Biao Luo 001; Xiaodong Xu 002; Stevan Dubljevic (IEEE Trans. Cybern., 2024)

Adaptive Distributed Boundary Vibration Control of Multiagent Euler-Bernoulli Beams via Cooperative Disturbance Observer Network. - Zhibo Zhao; Yuan Yuan 017; Yu Xiao 006; Biao Luo 001; Xiaodong Xu 002; Weihua Gui 001; Chunhua Yang 001; Tingwen Huang (IEEE Syst. J., 2024)

Boundary Optimal Control for Parabolic Distributed Parameter Systems With Value Iteration. - Jingyi Sun; Biao Luo 001; Xiaodong Xu 002; Chunhua Yang 001 (IEEE Trans. Cybern., 2024)

ADP-Based Event-Triggered Constrained Optimal Control on Spatiotemporal Process: Application to Temperature Field in Roller Kiln. - Binyan Li; Ning Chen 009; Biao Luo 001; Jiayao Chen; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Adaptive Neural Network-Based Event-Triggered SOC Observer With Application to a Stochastic Battery Model. - Chenyang Pan; Zhaoxia Peng; Shichun Yang; Guoguang Wen; Biao Luo 001; Tingwen Huang (IEEE Trans. Neural Networks Learn. Syst., 2024)

Event-Triggered Neuro-Adaptive Fixed-Time Control for Nonlinear Switched and Constrained Systems: An Initial Condition-Independent Method. - Xin Wang 028; Yuhao Zhou; Biao Luo 001; Yushuai Li; Tingwen Huang (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

Concurrent Learning Robust Adaptive Fault Tolerant Boundary Regulation of Hyperbolic Distributed Parameter Systems. - Yuan Yuan 017; Xiaodong Xu 002; Chunhua Yang 001; Biao Luo 001; Stevan Dubljevic (IEEE Trans. Neural Networks Learn. Syst., 2024)

Hierarchical reinforcement learning for handling sparse rewards in multi-goal navigation. - Jiangyue Yan; Biao Luo 001; Xiaodong Xu 002 (Artif. Intell. Rev., 2024)

Predefined-Time Zeroing Neural Networks With Independent Prior Parameter for Solving Time-Varying Plural Lyapunov Tensor Equation. - Zhaohui Qi; Yingqiang Ning; Lin Xiao 002; Yongjun He 001; Jiajie Luo; Biao Luo 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Novel Zeroing Neurodynamic Method Based on Discrete Fuzzy Control System: Design, Analysis, and Verification. - Lei Jia; Lin Xiao 002; Yaonan Wang 001; Jianhua Dai; Biao Luo 001 (IEEE Trans. Fuzzy Syst., 2024)

ADP-Based Decentralized Controller Design for Nonlinear Time-Delay Interconnected Systems. - Ning Chen 009; Zeng Luo; Binyan Li; Biao Luo 001; Jiayao Chen; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

RL-Based Adaptive Optimal Bipartite Consensus Control for Nonlinear Heterogeneous MASs via Event-Triggered State Feedback. - Yuhao Zhou; Biao Luo 001; Xin Wang 028; Xiaodong Xu 002; Lin Xiao 002 (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

Neural Network-Based Robust Guaranteed Cost Control for Image-Based Visual Servoing of Quadrotor. - Xinning Yi; Biao Luo 001; Yuqian Zhao (IEEE Trans. Neural Networks Learn. Syst., 2024)

Model-Based Safe Reinforcement Learning With Time-Varying Constraints: Applications to Intelligent Vehicles. - Xinglong Zhang; Yaoqian Peng; Biao Luo 001; Wei Pan 004; Xin Xu 001; Haibin Xie (IEEE Trans. Ind. Electron., 2024)

Decentralized Multiagent Reinforcement Learning Based State-of-Charge Balancing Strategy for Distributed Energy Storage System. - Zheng Xiong; Biao Luo 001; Bing-Chuan Wang; Xiaodong Xu 002; Xiaodong Liu 011; Tingwen Huang (IEEE Trans. Ind. Informatics, 2024)

Human-in-the-Loop Reinforcement Learning in Continuous-Action Space. - Biao Luo 001; Zhengke Wu; Fei Zhou; Bing-Chuan Wang (IEEE Trans. Neural Networks Learn. Syst., 2024)

SMONAC: Supervised Multiobjective Negative Actor-Critic for Sequential Recommendation. - Fei Zhou; Biao Luo 001; Zhengke Wu; Tingwen Huang (IEEE Trans. Neural Networks Learn. Syst., 2024)

Adaptive neural boundary control for multi-agent manipulators system with uncertainties through cooperative disturbance observers network. - Zhibo Zhao; Yuan Yuan 017; Xiaodong Xu 002; Biao Luo 001; Tingwen Huang (Eng. Appl. Artif. Intell., 2025)

CSFIN: A lightweight network for camouflaged object detection via cross-stage feature interaction. - Minghong Li; Yuqian Zhao; Fan Zhang 106; Gui Gui; Biao Luo 001; Chunhua Yang 001; Weihua Gui 001; Kan Chang (Expert Syst. Appl., 2025)

Event-triggered H∞ control for highly dissipative spatiotemporal process via ADP: Application to industrial sintering process. - Binyan Li; Jiayuan Gao; Ning Chen 009; Biao Luo 001; Shaosheng Fan; Jiayao Chen; Weihua Gui 001 (Neurocomputing, 2025)

Auto-tuning strategy for deep Koopman robust model predictive control design based on advanced Metaheuristics. - Zijia Meng; Yu Xiao 006; Xiaodong Xu 002; Biao Luo 001; Yuncheng Du; Weihua Gui 001 (Neurocomputing, 2025)

Pinning boundary sampled-data synchronization of coupled reaction-diffusion neural networks. - Zi-Peng Wang; Bo-Ming Chen; Junfei Qiao 001; Biao Luo 001; Huai-Ning Wu; Tingwen Huang; Guangwei Chen (Neurocomputing, 2025)

Offline reward shaping with scaling human preference feedback for deep reinforcement learning. - Jinfeng Li; Biao Luo 001; Xiaodong Xu 002; Tingwen Huang (Neural Networks, 2025)

Reinforcement Learning-Based 3D Trajectory Tracking Control of Hypersonic Gliding Vehicles With Time-Varying Uncertainties. - Biao Luo 001; Jingyi Sun; Rui Tang; Xiaodong Xu 002 (IEEE Trans Autom. Sci. Eng., 2025)

Simultaneous Data Reconciliation and Gross Error Detection Based on Denoising Autoencoder. - Hong Yang; Yuan Yuan 017; Zhisheng Chen; Xiaodong Xu 002; Biao Luo 001 (IEEE Trans. Instrum. Meas., 2025)

Adaptive Event-Triggered Output Synchronization of Heterogeneous Multiagent Systems: A Model-Free Reinforcement Learning Approach. - Wenfeng Hu; Xuan Wang; Meichen Guo; Biao Luo 001; Tingwen Huang (IEEE Trans. Signal Inf. Process. over Networks, 2025)

Reinforcement Learned Multiagent Cooperative Navigation in Hybrid Environment With Relational Graph Learning. - Wen Ou; Biao Luo 001; Xiaodong Xu 002; Yu Feng 002; Yuqian Zhao (IEEE Trans. Artif. Intell., 2025)

Composite Learning Based Adaptive Control of Linear 2 × 2 Hyperbolic PDE Systems. - Yu Xiao 006; Yun Feng 001; Biao Luo 001; Han-Xiong Li; Xiaodong Xu 002 (IEEE Trans. Cybern., 2025)

Thinking Before Decision: Efficient Interactive Visual Navigation Based on Local Accessibility Prediction. - Qinrui Liu; Biao Luo 001; Dongbo Zhang 003; Renjie Chen (IEEE Robotics Autom. Lett., 2025)

Consensus of Double-Integrator Multiagent Systems Under Disturbances: Two Types of PI-Based Protocols. - Wenfeng Hu; Yulong Jiang; Biao Luo 001; Tingwen Huang (IEEE Syst. J., 2025)

Optimal Performance Guaranteed Motion Control for Libration Point Orbit Rendezvous: A Semianalytical Predictive Approach. - Caisheng Wei; Guanhua Huang; Zeyang Yin; Biao Luo 001; Yong Xu 005 (IEEE Trans. Control. Syst. Technol., 2025)

Adaptive Neural Consensus Observer Networks Design for a Class of Semilinear Parabolic PDE Systems. - Mingxing Cai; Yuan Yuan 017; Biao Luo 001; Fanbiao Li; Xiaodong Xu 002; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Integral Reinforcement Learning-Based Dynamic Event-Triggered Nonzero-Sum Games of USVs. - Shan Xue 004; Weidong Zhang 004; Biao Luo 001; Derong Liu 001 (IEEE Trans. Cybern., 2025)

Dynamic Self-Triggered Control for Nonzero-Sum Games of Unknown Nonlinear Constrained Systems via Generalized Fuzzy Hyperbolic Models. - Fan Liu; Hanguang Su; Huaguang Zhang; Biao Luo 001; Jiawei Wang 015 (IEEE Trans. Syst. Man Cybern. Syst., 2025)

Consensus of Nonlinear Uncertain Delayed Multiagent Systems Modeled by PDEs via Adaptive Boundary Control. - Xu Zhang 051; Biao Luo 001; Zipeng Wang 001; Xiaodong Xu 002; Chunhua Yang 001 (IEEE Trans. Cybern., 2025)

Cognition-Oriented Multiagent Reinforcement Learning. - Tenghai Qiu; Shiguang Wu 001; Zhen Liu 020; Zhiqiang Pu; Jianqiang Yi; Yuqian Zhao; Biao Luo 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

A Hybrid Adaptive Dynamic Programming for Optimal Tracking Control of USVs. - Shan Xue 004; Ning Zhao; Weidong Zhang 004; Biao Luo 001; Derong Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Multi-UAV Cooperative Pursuit Strategy with Limited Visual Field in Urban Airspace: A Multi-Agent Reinforcement Learning Approach. - Zhe Peng; Guohua Wu 001; Biao Luo 001; Ling Wang 001 (IEEE CAA J. Autom. Sinica, 2025)

Dynamic Event-Triggered Control for Hierarchical Differential Games. - Shan Xue 004; Biao Luo 001; Weidong Zhang 004; Derong Liu 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2025)

Adaptive Robust Attitude Control for Multiple Quadrotor Systems via Integral Reinforcement Learning. - Yuhao Zhou; Biao Luo 001; Xiaodong Xu 002; Chunhua Yang 001 (IEEE Trans. Aerosp. Electron. Syst., 2025)

A Nonlinear Noise-Resistant Zeroing Neural Network Model for Solving Time-Varying Quaternion Generalized Lyapunov Equation and Applications to Color Image Processing. - Lin Xiao 002; Xiangru Yan; Yongjun He 001; Biao Luo 001; Qiya Song (IEEE Trans. Neural Networks Learn. Syst., 2025)

Adaptive Boundary Control for Synchronization of Reaction-Diffusion Neural Networks With Random Time-Varying Delay. - Xu Zhang 051; Biao Luo 001; Zi-Peng Wang 001; Xiaodong Xu 002; Chunhua Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

HIAT: human-in-the-loop reinforcement learning with auxiliary task. - Bo Niu; Biao Luo 001; Yongzheng Cui; Xiaodong Xu 002; Yuqian Zhao; Yu Feng 002 (Artif. Intell. Rev., 2025)

Physics-informed stochastic configuration network promoted model predictive control with multi-objective optimization. - Lei Xu; Chunhua Yang 001; Xiaodong Xu 002; Biao Luo 001; Tingwen Huang (Artif. Intell. Rev., 2025)