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Cross-Scenario Unknown-Aware Face Anti-Spoofing with Evidential Semantic Consistency Learning 期刊论文
IEEE Transactions on Information Forensics and Security, 2024, 页码: 3093 - 3108
Authors:  Jiang, Fangling;  Liu, Yunfan;  Si, Haolin;  Meng, Jingjing;  Li, Qi
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New Paradigm for Economic and Financial Research With Generative AI: Impact and Perspective 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2024, 页码: 11
Authors:  Zheng, Xiaolong;  Li, Jingyu;  Lu, Mengyao;  Wang, Fei-Yue
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Economics  Biological system modeling  Data models  Task analysis  Behavioral sciences  Big Data  Analytical models  finance  generative artificial intelligence (GAI)  reinforcement learning from human feedback (RLHF)  research paradigm  
Value Iteration-Based Cooperative Adaptive Optimal Control for Multi-Player Differential Games With Incomplete Information 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 690-697
Authors:  Yun Zhang;  Lulu Zhang;  Yunze Cai
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Adaptive dynamic programming  incomplete information  multi-player differential game  value iteration  
Communication-Aware Mobile Relaying via an AUV for Minimal Wait Time: A Broad Learning-Based Solution 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 797-799
Authors:  Wenqiang Cao;  Jing Yan;  Xian Yang;  Cailian Chen;  Xinping Guan
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A Novel Disturbance Observer Based Fixed-Time Sliding Mode Control for Robotic Manipulators With Global Fast Convergence 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 661-672
Authors:  Dan Zhang;  Jiabin Hu;  Jun Cheng;  Zheng-Guang Wu;  Huaicheng Yan
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Disturbance observer (DO)  fixed-time  non-singular sliding mode control  robotic manipulator  trajectory tracking  
Decentralized Optimal Control and Stabilization of Interconnected Systems With Asymmetric Information 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 698-707
Authors:  Na Wang;  Xiao Liang;  Hongdan Li;  Xiao Lu
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Asymmetric information  decentralized control  forward-backward stochastic difference equations  interconnected system  stalibization  
Adaptive Optimal Output Regulation of Interconnected Singularly Perturbed Systems With Application to Power Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 595-607
Authors:  Jianguo Zhao;  Chunyu Yang;  Weinan Gao;  Linna Zhou;  Xiaomin Liu
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Adaptive optimal control  decentralized control  output regulation  reinforcement learning (RL)  singularly perturbed systems (SPSs)  
Sequential Inverse Optimal Control of Discrete-Time Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 608-621
Authors:  Sheng Cao;  Zhiwei Luo;  Changqin Quan
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Inverse optimal control  promised calculation step  sequential calculation  
Adaptive bias-variance trade-off in advantage estimator for actor-critic algorithms 期刊论文
NEURAL NETWORKS, 2024, 卷号: 169, 页码: 764-777
Authors:  Chen, Yurou;  Zhang, Fengyi;  Liu, Zhiyong
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Reinforcement Learning  Policy gradient  Actor-critic  Value function  Bias-variance trade-off  
A Knowledge-enhanced Two-stage Generative Framework for Medical Dialogue Information Extraction 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 153-168
Authors:  Zefa Hu
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Medical dialogue understanding, information extraction, text generation, knowledge-enhanced prompt, low-resource setting, data augmentation