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Dynamic Event-Sampled Control of Interconnected Nonlinear Systems Using Reinforcement Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
Authors:  Yang, Xiong;  Xu, Mengmeng;  Wei, Qinglai
Favorite  |  View/Download：13/0  |  Submit date：2022/07/25
Asymptotic stability  Interconnected systems  Decentralized control  Closed loop systems  Artificial neural networks  Optimal control  Nonlinear dynamical systems  Adaptive dynamic programming (ADP)  decentralized control  event-based control  interconnected system  reinforcement learning (RL)  
A unified framework for multi-modal federated learning 期刊论文
NEUROCOMPUTING, 2022, 卷号: 480, 页码: 110-118
Authors:  Xiong, Baochen;  Yang, Xiaoshan;  Qi, Fan;  Xu, Changsheng
Favorite  |  View/Download：19/0  |  Submit date：2022/06/06
Multi-modal  Federated learning  Co-attention  
Towards a multimodal human activity dataset for healthcare 期刊论文
MULTIMEDIA SYSTEMS, 2022, 页码: 13
Authors:  Hu, Menghao;  Luo, Mingxuan;  Huang, Menghua;  Meng, Wenhua;  Xiong, Baochen;  Yang, Xiaoshan;  Sang, Jitao
Favorite  |  View/Download：18/0  |  Submit date：2022/06/06
Human activity recognition  Multimodal fusion  Wearable devices  Healthcare  
One-Stage Open Set Object Detection with Prototype Learning 会议论文
, Bali Indonesia, December 8-12, 2021
Authors:  Yongyu Xiong;  Peipei Yang;  Cheng-Lin Liu
Adobe PDF(1184Kb)  |  Favorite  |  View/Download：21/2  |  Submit date：2022/06/22
object detection  Open set recognition  Prototype learning  
Adaptive Critics for Decentralized Stabilization of Constrained-Input Nonlinear Interconnected Systems 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 13
Authors:  Yang, Xiong;  Zhou, Yingjiang;  Dong, Na;  Wei, Qinglai
Favorite  |  View/Download：11/0  |  Submit date：2022/01/27
Optimal control  Interconnected systems  Nonlinear systems  Decentralized control  Asymptotic stability  Stability analysis  Artificial neural networks  Adaptive critics  adaptive dynamic programming (ADP)  asymmetric input constraints  decentralized control  reinforcement learning (RL)  
Seepage Mechanism of Tight Sandstone Reservoir Based on Digital Core Simulation Method 期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 9, 页码: 10
Authors:  Wu, Huaiyu;  Dong, Xisong;  Xu, Yang;  Xiong, Gang;  Shen, Zhen;  Wang, Yong
Favorite  |  View/Download：42/0  |  Submit date：2021/06/07
digital core  tight oil  orthogonal experiment  difference equation  
Continuous-Time Distributed Policy Iteration for Multicontroller Nonlinear Systems 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 5, 页码: 2372-2383
Authors:  Wei, Qinglai;  Li, Hongyang;  Yang, Xiong;  He, Haibo
Adobe PDF(1246Kb)  |  Favorite  |  View/Download：34/0  |  Submit date：2021/06/07
Optimal control  Nonlinear systems  Decentralized control  Mathematical model  Convergence  Multi-agent systems  Adaptive dynamic programming (ADP)  approximate dynamic programming  distributed policy iteration  nonlinear systems  optimal control  
Decentralized Event-Driven Constrained Control Using Adaptive Critic Designs 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
Authors:  Yang, Xiong;  Zhu, Yuanheng;  Dong, Na;  Wei, Qinglai
Favorite  |  View/Download：13/0  |  Submit date：2022/01/27
Adaptive critic designs (ACDs)  adaptive dynamic programming (ADP)  decentralized event-driven control  input constraint  reinforcement learning (RL)  
Adaptive Critic Designs for Optimal Event-Driven Control of a CSTR System 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 1, 页码: 484-493
Authors:  Yang, Xiong;  Wei, Qinglai
Favorite  |  View/Download：31/0  |  Submit date：2021/01/06
Chemical reactors  Optimal control  Nonlinear systems  Adaptive systems  Cost function  Informatics  Closed loop systems  Adaptive critic designs (ACDs)  continuous stirred tank reactor (CSTR)  discounted cost  event-driven control  reinforcement learning (RL)  
Adaptive Critic Learning for Constrained Optimal Event-Triggered Control With Discounted Cost 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 1, 页码: 91-104
Authors:  Yang, Xiong;  Wei, Qinglai
Favorite  |  View/Download：33/0  |  Submit date：2021/06/15
Nonlinear systems  Optimal control  Robustness  Cost function  Adaptive systems  Adaptive critic designs (ACDs)  adaptive critic learning (ACL)  adaptive dynamic programming (ADP)  constrained optimal control  event-triggered control (ETC)  reinforcement learning (RL)