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2020 – today
- 2024
[j19]Yuanhao He, Geyang Xiao, Jun Zhu, Tao Zou, Yuan Liang:
Reinforcement learning-based SDN routing scheme empowered by causality detection and GNN. Frontiers Comput. Neurosci. 18 (2024)- [j18]Geyang Xiao
, Huaguang Zhang:
Convergence Analysis of Value Iteration Adaptive Dynamic Programming for Continuous-Time Nonlinear Systems. IEEE Trans. Cybern. 54(3): 1639-1649 (2024) - [c7]Yuanhao He, Geyang Xiao, Yuan Liang, Donghui Lu, Xiaofeng Cheng:
A Graph Reinforcement Learning Routing Scheme Based on Nodes and Edges Co-Embedding. ICC 2024: 5431-5436 - 2021
- [c6]Zhiyu Wang, Caijun Sun, Shunbin Li, Congqi Shen, Geyang Xiao:
An Adaptive Swarm Intelligence-Based Task Scheduling Framework for Heterogeneous IoT Systems. ICNCC 2021: 114-119 - [c5]Congqi Shen, Geyang Xiao, Shaofeng Yao, Boyang Zhou, Zhongxia Pan, Hong Zhang:
An LSTM based Malicious Traffic Attack Detection in Industrial Internet. SPAC 2021: 60-65 - [c4]Lei Xue, Geyang Xiao, Tao Zou, Ruyun Zhang, Xingming Zhang:
A mimicry defense based algorithm diversification dynamic scheduling mechanism. SPAC 2021: 66-70 - [c3]Yongxin Hu, Zhen Zhu, Geyang Xiao, Boyang Zhou, Tao Zou, Ruyun Zhang:
Optimal design of hybrid renewable energy system considering equipment performance and annual cost. SPAC 2021: 71-75 - [c2]Geyang Xiao, Ruyun Zhang, Tao Zou, Shunbin Li, Boyang Zhou, Congqi Shen:
Value Iteration Algorithm for Nonlinear Continuous-time Nonzero-Sum Games. SPAC 2021: 105-108 - 2020
- [j17]Huaguang Zhang, Yang Liu, Geyang Xiao, He Jiang:
Data-Based Adaptive Dynamic Programming for a Class of Discrete-Time Systems With Multiple Delays. IEEE Trans. Syst. Man Cybern. Syst. 50(2): 432-441 (2020) - [j16]Huaguang Zhang, Kun Zhang, Geyang Xiao, He Jiang:
Robust Optimal Control Scheme for Unknown Constrained-Input Nonlinear Systems via a Plug-n-Play Event-Sampled Critic-Only Algorithm. IEEE Trans. Syst. Man Cybern. Syst. 50(9): 3169-3180 (2020) - [j15]Huaguang Zhang, Geyang Xiao, Yang Liu, Lei Liu:
Value Iteration-Based H∞ Controller Design for Continuous-Time Nonlinear Systems Subject to Input Constraints. IEEE Trans. Syst. Man Cybern. Syst. 50(11): 3986-3995 (2020)
2010 – 2019
- 2019
- [j14]Chong Liu, Huaguang Zhang, Geyang Xiao, Shaoxin Sun:
Integral reinforcement learning based decentralized optimal tracking control of unknown nonlinear large-scale interconnected systems with constrained-input. Neurocomputing 323: 1-11 (2019) - 2018
- [j13]He Jiang, Huaguang Zhang, Yang Cui, Geyang Xiao:
Robust control scheme for a class of uncertain nonlinear systems with completely unknown dynamics using data-driven reinforcement learning method. Neurocomputing 273: 68-77 (2018) - [j12]He Jiang, Huaguang Zhang, Geyang Xiao, Xiaohong Cui:
Data-based approximate optimal control for nonzero-sum games of multi-player systems using adaptive dynamic programming. Neurocomputing 275: 192-199 (2018) - [j11]Geyang Xiao, Huaguang Zhang, Kun Zhang, Yinlei Wen:
Value iteration based integral reinforcement learning approach for H∞ controller design of continuous-time nonlinear systems. Neurocomputing 285: 51-59 (2018) - [j10]Geyang Xiao, Huaguang Zhang, Qiuxia Qu, He Jiang:
General value iteration based single network approach for constrained optimal controller design of partially-unknown continuous-time nonlinear systems. J. Frankl. Inst. 355(5): 2610-2630 (2018) - [j9]Yuling Liang, Huaguang Zhang, Geyang Xiao, He Jiang:
Reinforcement learning-based online adaptive controller design for a class of unknown nonlinear discrete-time systems with time delays. Neural Comput. Appl. 30(6): 1733-1745 (2018) - [j8]Huaguang Zhang, Qiuxia Qu, Geyang Xiao, Yang Cui:
Optimal Guaranteed Cost Sliding Mode Control for Constrained-Input Nonlinear Systems With Matched and Unmatched Disturbances. IEEE Trans. Neural Networks Learn. Syst. 29(6): 2112-2126 (2018) - 2017
- [j7]Jinhai Liu, Yanjuan Ma, Huaguang Zhang, Hanguang Su, Geyang Xiao:
A modified fuzzy min-max neural network for data clustering and its application on pipeline internal inspection data. Neurocomputing 238: 56-66 (2017) - [j6]Geyang Xiao, Huaguang Zhang, Yanhong Luo, Qiuxia Qu:
General value iteration based reinforcement learning for solving optimal tracking control problem of continuous-time affine nonlinear systems. Neurocomputing 245: 114-123 (2017) - [j5]Kun Zhang, Huaguang Zhang, Geyang Xiao, Hanguang Su:
Tracking control optimization scheme of continuous-time nonlinear system via online single network adaptive critic design method. Neurocomputing 251: 127-135 (2017) - [j4]Huaguang Zhang, He Jiang, Chaomin Luo, Geyang Xiao:
Discrete-Time Nonzero-Sum Games for Multiplayer Using Policy-Iteration-Based Adaptive Dynamic Programming Algorithms. IEEE Trans. Cybern. 47(10): 3331-3340 (2017) - [j3]Huaguang Zhang, He Jiang, Yanhong Luo, Geyang Xiao:
Data-Driven Optimal Consensus Control for Discrete-Time Multi-Agent Systems With Unknown Dynamics Using Reinforcement Learning Method. IEEE Trans. Ind. Electron. 64(5): 4091-4100 (2017) - 2016
- [j2]Zhanshan Wang, Lei Liu, Huaguang Zhang, Geyang Xiao:
Fault-Tolerant Controller Design for a Class of Nonlinear MIMO Discrete-Time Systems via Online Reinforcement Learning Algorithm. IEEE Trans. Syst. Man Cybern. Syst. 46(5): 611-622 (2016) - 2015
- [j1]Geyang Xiao, Huaguang Zhang, Yanhong Luo:
Online optimal control of unknown discrete-time nonlinear systems by using time-based adaptive dynamic programming. Neurocomputing 165: 163-170 (2015) - 2014
- [c1]Yanhong Luo, Geyang Xiao:
ADP-based optimal control for a class of nonlinear discrete-time systems with inequality constraints. ADPRL 2014: 1-5
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