IEEE Transactions on Neural Networks and Learning Systems, Volume 30, Issue 12, December 2019.

1. Guest Editorial Special Issue on Intelligent Control Through Neural Learning and Optimization for Human–Machine Hybrid Systems
Author(s): Wei He; Changyin Sun; Donald C. Wunsch; Richard Yi Da Xu
Pages: 3530 - 3533

2. Multi Pseudo Q-Learning-Based Deterministic Policy Gradient for Tracking Control of Autonomous Underwater Vehicles
Author(s): Wenjie Shi; Shiji Song; Cheng Wu; C. L. Philip Chen
Pages: 3534 - 3546

3. Robust State/Output-Feedback Control of Coaxial-Rotor MAVs Based on Adaptive NN Approach
Author(s): Jinglan Li; Qinmin Yang; Bo Fan; Youxian Sun
Pages: 3547 - 3557

4. Adaptive Neural Control of a Kinematically Redundant Exoskeleton Robot Using Brain–Machine Interfaces
Author(s): Zhijun Li; Junjun Li; Suna Zhao; Yuxia Yuan; Yu Kang; C. L. Philip Chen
Pages: 3558 - 3571

5. Neural Adaptive Backstepping Control of a Robotic Manipulator With Prescribed Performance Constraint
Author(s): Qing Guo; Yi Zhang; Branko G. Celler; Steven W. Su
Pages: 3572 - 3583

6. Nonrigid Point Set Registration With Robust Transformation Learning Under Manifold Regularization
Author(s): Jiayi Ma; Jia Wu; Ji Zhao; Junjun Jiang; Huabing Zhou; Quan Z. Sheng
Pages: 3584 - 3597

7. Learning Accurate and Stable Dynamical System Under Manifold Immersion and Submersion
Author(s): Shaokun Jin; Zhiyang Wang; Yongsheng Ou; Wei Feng
Pages: 3598 - 3610

8. Adaptive Neural Network Tracking Control for Robotic Manipulators With Dead Zone
Author(s): Qi Zhou; Shiyi Zhao; Hongyi Li; Renquan Lu; Chengwei Wu
Pages: 3611 - 3620

9. Admittance-Based Adaptive Cooperative Control for Multiple Manipulators With Output Constraints
Author(s): Yong Li; Chenguang Yang; Weisheng Yan; Rongxin Cui; Andy Annamalai
Pages: 3621 - 3632

10. Neural Network-Based Adaptive Consensus Control for a Class of Nonaffine Nonlinear Multiagent Systems With Actuator Faults
Author(s): Jiahu Qin; Gaosheng Zhang; Wei Xing Zheng; Yu Kang
Pages: 3633 - 3644

11. Designing Fully Distributed Adaptive Event-Triggered Controllers for Networked Linear Systems With Matched Uncertainties
Author(s): Bin Cheng; Zhongkui Li
Pages: 3645 - 3655

12. Leader Selection via Supermodular Game for Formation Control in Multiagent Systems
Author(s): Lei Xue; Xianghui Cao
Pages: 3656 - 3664

13. Genetic Algorithm-Based Sensor Allocation With Nonlinear Centralized Fusion Observable Degree
Author(s): Quanbo Ge; Qinmin Yang; Peng Zhuo; Guanglun Liu; Shuaishuai Tang
Pages: 3665 - 3673

14. Time-Varying Formation Tracking for UAV Swarm Systems With Switching Directed Topologies
Author(s): Xiwang Dong; Yangfan Li; Chuang Lu; Guoqiang Hu; Qingdong Li; Zhang Ren
Pages: 3674 - 3685

15. Adaptive Neural Control of Underactuated Surface Vessels With Prescribed Performance Guarantees
Author(s): Shi-Lu Dai; Shude He; Min Wang; Chengzhi Yuan
Pages: 3686 - 3698

16. A Stochastic Sampling Mechanism for Time-Varying Formation of Multiagent Systems With Multiple Leaders and Communication Delays
Author(s): Housheng Su; Jinxin Zhang; Xia Chen
Pages: 3699 - 3707

17. Adaptive Discrete-Time Flight Control Using Disturbance Observer and Neural Networks
Author(s): Shuyi Shao; Mou Chen; Youmin Zhang
Pages: 3708 - 3721

18. Exponential Synchronization and L2-Gain Analysis of Delayed Chaotic Neural Networks Via Intermittent Control With Actuator Saturation
Author(s): Hong Sang; Jun Zhao
Pages: 3722 - 3734

19. Data-Driven Robust Control of Discrete-Time Uncertain Linear Systems via Off-Policy Reinforcement Learning
Author(s): Yongliang Yang; Zhishan Guo; Haoyi Xiong; Da-Wei Ding; Yixin Yin; Donald C. Wunsch
Pages: 3735 - 3747

20. Effects of Subsystem and Coupling on Synchronization of Multiple Neural Networks With Delays via Impulsive Coupling
Author(s): Jiejie Chen; Boshan Chen; Zhigang Zeng; Ping Jiang
Pages: 3748 - 3758

21. Manifold Criterion Guided Transfer Learning via Intermediate Domain Generation
Author(s): Lei Zhang; Shanshan Wang; Guang-Bin Huang; Wangmeng Zuo; Jian Yang; David Zhang
Pages: 3759 - 3773

22. Beyond Majority Voting: A Coarse-to-Fine Label Filtration for Heavily Noisy Labels
Author(s): Bo Han; Ivor W. Tsang; Ling Chen; Joey Tianyi Zhou; Celina P. Yu
Pages: 3774 - 3787

23. Weighted Mixed-Norm Regularized Regression for Robust Face Identification
Author(s): Jianwei Zheng; Kechen Lou; Xi Yang; Cong Bai; Jinhui Tang
Pages: 3788 - 3802

24. Kinodynamic Motion Planning With Continuous-Time Q-Learning: An Online, Model-Free, and Safe Navigation Framework
Author(s): George P. Kontoudis; Kyriakos G. Vamvoudakis
Pages: 3803 - 3817

25. Nonpeaked Discriminant Analysis for Data Representation
Author(s): Qiaolin Ye; Zechao Li; Liyong Fu; Zhao Zhang; Wankou Yang; Guowei Yang
Pages: 3818 - 3832

26. O(2)-Valued Hopfield Neural Networks
Author(s): Masaki Kobayashi
Pages: 3833 - 3838

27. Partial Diffusion Kalman Filtering for Distributed State Estimation in Multiagent Networks
Author(s): Vahid Vahidpour; Amir Rastegarnia; Azam Khalili; Saeid Sanei
Pages: 3839 - 3846

28. Feature Aggregation With Reinforcement Learning for Video-Based Person Re-Identification
Author(s): Wei Zhang; Xuanyu He; Weizhi Lu; Hong Qiao; Yibin Li
Pages: 3847 - 3852