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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：33/14  |  提交时间：2024/06/07
A LiDAR Point Clouds Dataset of Ships in a Maritime Environment 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1681-1694
作者:  Qiuyu Zhang;  Lipeng Wang;  Hao Meng;  Wen Zhang;  Genghua Huang
Adobe PDF(10728Kb)  |  收藏  |  浏览/下载：29/11  |  提交时间：2024/06/07
3D point clouds dataset  dynamic tail wave  fog simulation  rainy simulation  simulated data  
Self-Triggered Set Stabilization of Boolean Control Networks and Its Applications 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1631-1642
作者:  Rong Zhao;  Jun-e Feng;  Dawei Zhang
Adobe PDF(1665Kb)  |  收藏  |  浏览/下载：16/9  |  提交时间：2024/06/07
Boolean control networks (BCNs)  output regulation  self-triggered control  semi-tensor product of matrices  set stabilization  synchronization  
An Empirical Study on Google Research Football Multi-agent Scenarios 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 549-570
作者:  Yan Song;  He Jiang;  Zheng Tian;  Haifeng Zhang;  Yingping Zhang;  Jiangcheng Zhu;  Zonghong Dai;  Weinan Zhang;  Jun Wang
Adobe PDF(24588Kb)  |  收藏  |  浏览/下载：37/10  |  提交时间：2024/05/23
Multi-agent reinforcement learning (RL), distributed RL system, population-based training, reward shaping, game theory  
Collective Movement Simulation: Methods and Applications 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 452-480
作者:  Hua Wang;  Xing-Yu Guo;  Hao Tao;  Ming-Liang Xu
Adobe PDF(1439Kb)  |  收藏  |  浏览/下载：33/9  |  提交时间：2024/05/23
Collective movement simulation, multiple objects, multiple discipline, simulation effect, collective intelligence  
Distributed Deep Reinforcement Learning: A Survey and a Multi-player Multi-agent Learning Toolbox 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 411-430
作者:  Qiyue Yin;  Tongtong Yu;  Shengqi Shen;  Jun Yang;  Meijing Zhao;  Wancheng Ni;  Kaiqi Huang;  Bin Liang;  Liang Wang
Adobe PDF(2923Kb)  |  收藏  |  浏览/下载：31/12  |  提交时间：2024/05/23
Deep reinforcement learning, distributed machine learning, self-play, population-play, toolbox  
Multiobjective Differential Evolution for Higher-Dimensional Multimodal Multiobjective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1458-1475
作者:  Jing Liang;  Hongyu Lin;  Caitong Yue;  Ponnuthurai Nagaratnam Suganthan;  Yaonan Wang
Adobe PDF(2268Kb)  |  收藏  |  浏览/下载：29/12  |  提交时间：2024/05/22
Benchmark functions  diversity measure  evolutionary algorithms  multimodal multiobjective optimization  
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：34/11  |  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  
仿生嗅觉感知系统气体识别和浓度估计模型 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 4, 页码: 812-827
作者:  相洪涛;  张文文;  肖文鑫;  王磊;  王远西
Adobe PDF(19342Kb)  |  收藏  |  浏览/下载：50/16  |  提交时间：2024/04/28
气体识别  浓度估计  仿生嗅觉感知系统  注意力机制  
面向可持续生产中多任务调度的双重增强模因算法 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 4, 页码: 731-744
作者:  卢弘;  王耀南;  乔非;  方遒
Adobe PDF(2862Kb)  |  收藏  |  浏览/下载：43/15  |  提交时间：2024/04/28
可持续生产  多任务调度  优化策略  模因算法