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| A Multi-AGV Routing Planning Method Based on Deep Reinforcement Learning and Recurrent Neural Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1720-1722
作者: Yishuai Lin; Gang Hu; Liang Wang ; Qingshan Li; Jiawei Zhu
 Adobe PDF(2948Kb) |  收藏 | 浏览/下载：16/7 | 提交时间：2024/06/07 |
| Discovering Latent Variables for the Tasks With Confounders in Multi-Agent Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1591-1604
作者: Kun Jiang; Wenzhang Liu; Yuanda Wang; Lu Dong; Changyin Sun
Adobe PDF(2128Kb) | 收藏 | 浏览/下载：9/3 | 提交时间：2024/06/07
Latent variable model maximum entropy multi-agent reinforcement learning (MARL) multi-agent system |
| Accelerated Primal-Dual Projection Neurodynamic Approach with time Scaling for Linear and set Constrained Convex Optimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1485-1498
作者: You Zhao; Xing He; Mingliang Zhou; Tingwen Huang
Adobe PDF(2287Kb) | 收藏 | 浏览/下载：22/10 | 提交时间：2024/05/22
Accelerated projection neurodynamic approach linear and set constraints projection operators smooth and nonsmooth convex optimization time scaling |
| Asynchronous learning-based output feedback sliding mode control for semi-Markov jumpsystems: A descriptor approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1358-1369
作者: Zheng Wu; Yiyun Zhao; Fanbiao Li; Tao Yang; Yang Shi; Weihua Gui
Adobe PDF(2638Kb) | 收藏 | 浏览/下载：21/5 | 提交时间：2024/05/22
Asynchronous switching learning-based control output feedback semi-Markovian jump systems sliding mode control (SMC) |
| A Two-layer Encoding Learning Swarm Optimizer based on Frequent Itemsets for Sparse Large-scale Multi-objective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1342-1357
作者: Sheng Qi; Rui Wang; Tao Zhang; Xu Yang; Ruiqing Sun; Ling Wang
Adobe PDF(3038Kb) | 收藏 | 浏览/下载：24/7 | 提交时间：2024/05/22
Evolutionary algorithms learning swarm optimization sparse large-scale optimization sparse large-scale multi-objective problems two-layer encoding |
| Fixed-Time Cluster Optimization for Multi-Agent Systems Based on Piecewise Power-Law Design 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1301-1303
作者: Suna Duan; Xinchun Jia; Xiaobo Chi
Adobe PDF(1283Kb) | 收藏 | 浏览/下载：47/15 | 提交时间：2024/04/10 |
| Bayesian Filtering for High-Dimensional State-Space Models With State Partition and Error Compensation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1239-1249
作者: Ke Li; Shunyi Zhao; Biao Huang; Fei Liu
 Adobe PDF(1988Kb) | 收藏 | 浏览/下载：40/13 | 提交时间：2024/04/10
Bayesian estimation error compensation high-dimensional systems state estimation state partition |
| Deterministic Learning-Based Neural PID Control for Nonlinear Robotic Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1227-1238
作者: Qinchen Yang; Fukai Zhang; Cong Wang
Adobe PDF(4415Kb) | 收藏 | 浏览/下载：42/14 | 提交时间：2024/04/10
Adaptive neural control (ANC) deterministic learning (DL) neural network (NN) robot manipulators |
| Observer-Based Adaptive Robust Precision Motion Control of a Multi-Joint Hydraulic Manipulator 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1213-1226
作者: Zheng Chen; Shizhao Zhou; Chong Shen; Litong Lyu; Junhui Zhang; Bin Yao
Adobe PDF(4624Kb) | 收藏 | 浏览/下载：46/16 | 提交时间：2024/04/10
Hydraulic manipulator nonlinear adaptive observer parameter adaptation robust control |
| Computational Experiments for Complex Social Systems: Integrated Design of Experiment System 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1175-1189
作者: Xiao Xue; Xiangning Yu; Deyu Zhou; Xiao Wang; Chongke Bi; Shufang Wang; Fei-Yue Wang
Adobe PDF(11890Kb) | 收藏 | 浏览/下载：40/5 | 提交时间：2024/04/10
Artificial society computational experiments model integration operation engine technology integration |
