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Sliding-Mode Surface-Based Approximate Optimal Control for Uncertain Nonlinear Systems With Asymptotically Stable Critic Structure 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 6, 页码: 2858-2869
作者:  Zhao, Bo;  Liu, Derong;  Alippi, Cesare
收藏  |  浏览/下载：202/0  |  提交时间：2021/08/15
Optimal control  Perturbation methods  Nonlinear systems  Uncertainty  Cost function  Stability analysis  Adaptive systems  Adaptive critic designs  adaptive dynamic programming (ADP)  optimal control  sliding mode surface (SMS)  unknown mismatched perturbations  
MGRL: Graph neural network based inference in a Markov network with Reinforcement Learning for visual navigation 期刊论文
Neurocomputing, 2021, 卷号: 0, 期号: 0, 页码: 0
作者:  Lu, Yi;  Chen, Yaran;  Zhao, Dongbin;  Li, Dong
Adobe PDF(976Kb)  |  收藏  |  浏览/下载：225/67  |  提交时间：2020/10/19
Visual navigation, graph neural network, Markov network, reinforcement learning, probabilistic graph model  
Reinforcement Learning-Based Optimal Stabilization for Unknown Nonlinear Systems Subject to Inputs With Uncertain Constraints 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 4330-4340
作者:  Zhao, Bo;  Liu, Derong;  Luo, Chaomin
收藏  |  浏览/下载：186/0  |  提交时间：2021/01/07
Nonlinear systems  Optimal control  Artificial neural networks  Actuators  Observers  Feedforward systems  Adaptive dynamic programming (ADP)  neural networks (NNs)  optimal control  reinforcement learning (RL)  uncertain input constraints  unknown nonlinear systems  
A Robust Game-Based Algorithm for Downlink Joint Resource Allocation in Hierarchical OFDMA Femtocell Network System 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 7, 页码: 2445-2455
作者:  Yu, Junzhi;  Han, Song;  Li, Xinbin
收藏  |  浏览/下载：152/0  |  提交时间：2020/08/03
Resource management  Games  Robustness  Femtocell networks  Uncertainty  Interference  Downlink  Communication systems  femtocell networks  game theory  hierarchical systems  joint resource allocation  
Parallel Internet of Vehicles: ACP-based Networked Management and Control for Intelligent Vehicles 期刊论文
IEEE Internet of Things Journal, 2020, 期号: pp, 页码: 1-1
作者:  Wang, Xiao
浏览  |  Adobe PDF(2048Kb)  |  收藏  |  浏览/下载：246/70  |  提交时间：2020/03/18
Parallel Internet Of Vehicles  Cyber-physical-social System (Cpss)  Parallel Intelligence  
TiDEC: A Two-Layered Integrated Decision Cycle for Population Evolution 期刊论文
IEEE Transactions on Cybernetics, 2020, 期号: PP, 页码: 1-10
作者:  Ye, Peijun;  Wang, Xiao;  Xiong, Gang;  Chen, Shichao;  Wang, Fei-Yue
浏览  |  Adobe PDF(1418Kb)  |  收藏  |  浏览/下载：290/104  |  提交时间：2020/03/18
Agent-based Model (Abm), Cognitive Architecture, Population Evolution.  
Detecting Traffic Information From Social Media Texts With Deep Learning Approaches 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 卷号: 20, 期号: 8, 页码: 3049-3058
作者:  Chen, Yuanyuan;  Lv, Yisheng;  Wang, Xiao;  Li, Lingxi;  Wang, Fei-Yue
Adobe PDF(2273Kb)  |  收藏  |  浏览/下载：395/102  |  提交时间：2019/08/28
Deep learning  social transportation  traffic information detection  social media  text mining