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Safe Efficient Policy Optimization Algorithm for Unsignalized Intersection Navigation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 2011-2026
作者:  Xiaolong Chen;  Biao Xu;  Manjiang Hu;  Yougang Bian;  Yang Li;  Xin Xu
Adobe PDF(5707Kb)  |  收藏  |  浏览/下载：5/0  |  提交时间：2024/08/09
Autonomous driving  decision-making  reinforcement learning (RL)  unsignalized intersection  
Regional Multi-Agent Cooperative Reinforcement Learning for City-Level Traffic Grid Signal Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1987-1998
作者:  Yisha Li;  Ya Zhang;  Xinde Li;  Changyin Sun
Adobe PDF(4383Kb)  |  收藏  |  浏览/下载：5/1  |  提交时间：2024/08/09
Human-machine cooperation  mixed domain attention mechanism  multi-agent reinforcement learning  spatio-temporal feature  traffic signal control  
Data Driven Vibration Control: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1898-1917
作者:  Weiyi Yang;  Shuai Li;  Xin Luo
Adobe PDF(6054Kb)  |  收藏  |  浏览/下载：4/3  |  提交时间：2024/08/09
Data driven vibration control (DDVC)  data science  designing method  feedforward control  industrial robot  input shaping  optimizing method  residual vibration  
Learning Top-K Subtask Planning Tree Based on Discriminative Representation Pretraining for Decision-making 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 782-800
作者:  Jingqing Ruan;   Kaishen Wang;   Qingyang Zhang;   Dengpeng Xing;   Bo Xu
Adobe PDF(4577Kb)  |  收藏  |  浏览/下载：27/12  |  提交时间：2024/07/18
Reinforcement learning  representation learning  subtask planning  task decomposition  pretraining.  
A Novel Divide and Conquer Solution for Long-term Video Salient Object Detection 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 684-703
作者:  Yun-Xiao Li;  Cheng-Li-Zhao Chen;   Shuai Li;   Ai-Min Hao;  Hong Qin
Adobe PDF(6454Kb)  |  收藏  |  浏览/下载：29/10  |  提交时间：2024/07/18
Video salient object detection  background consistency analysis  weakly supervised learning  long-term information  background shift  
Enhancing Evolutionary Algorithms With Pattern Mining for Sparse Large-Scale Multi-Objective Optimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1786-1801
作者:  Sheng Qi;  Rui Wang;  Tao Zhang;  Weixiong Huang;  Fan Yu;  Ling Wang
Adobe PDF(2019Kb)  |  收藏  |  浏览/下载：23/13  |  提交时间：2024/07/16
Evolutionary algorithms  pattern mining  sparse large-scale multi-objective problems (SLMOPs)  sparse large-scale optimization  
Multi-Robot Collaborative Hunting in Cluttered Environments With Obstacle-Avoiding Voronoi Cells 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1643-1655
作者:  Meng Zhou;  Zihao Wang;  Jing Wang;  Zhengcai Cao
Adobe PDF(3022Kb)  |  收藏  |  浏览/下载：56/21  |  提交时间：2024/06/07
Dynamic obstacle avoidance  multi-robot collaborative hunting  obstacle-avoiding Voronoi cells  task allocation  
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：51/19  |  提交时间：2024/06/07
Latent variable model  maximum entropy  multi-agent reinforcement learning (MARL)  multi-agent system  
Nonlinear Filtering With Sample-Based Approximation Under Constrained Communication: Progress, Insights and Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1539-1556
作者:  Weihao Song;  Zidong Wang;  Zhongkui Li;  Jianan Wang;  Qing-Long Han
Adobe PDF(1858Kb)  |  收藏  |  浏览/下载：49/15  |  提交时间：2024/06/07
Communication constraints  maximum correntropy filter  networked nonlinear filtering  particle filter  sample-based approximation  unscented Kalman filter  
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：65/19  |  提交时间：2024/05/23
Multi-agent reinforcement learning (RL), distributed RL system, population-based training, reward shaping, game theory