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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：7/3  |  提交时间：2024/07/18
Reinforcement learning  representation learning  subtask planning  task decomposition  pretraining.  
Constraints Separation Based Evolutionary Multitasking for Constrained Multi-Objective Optimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1819-1835
作者:  Kangjia Qiao;  Jing Liang;  Kunjie Yu;  Xuanxuan Ban;  Caitong Yue;  Boyang Qu;  Ponnuthurai Nagaratnam Suganthan
Adobe PDF(2750Kb)  |  收藏  |  浏览/下载：12/6  |  提交时间：2024/07/16
Constrained multi-objective optimization (CMOPs)  evolutionary multitasking  knowledge transfer  single constraint  
Memory-Adaptive Vision-and-Language Navigation 期刊论文
Pattern Recognition, 2024, 卷号: 153, 页码: 110511
作者:  Keji He;  Ya Jing;  Yan Huang;  Zhihe Lu;  Dong An;  Liang Wang
Adobe PDF(3831Kb)  |  收藏  |  浏览/下载：41/17  |  提交时间：2024/06/26
Vision-and-Language Navigation  Memory bank  History noises  Memory-Adaptive Model  
A Survey of Recent Advances in Commonsense Knowledge Acquisition: Methods and Resources 期刊论文
Machine Intelligence Research, 2024, 页码: 1
作者:  Wang, Chenhao;  Li, Jiachun;  Chen, Yubo;  Liu, Kang;  Zhao, Jun
Adobe PDF(1228Kb)  |  收藏  |  浏览/下载：21/5  |  提交时间：2024/06/25
Symbolic Knowledge Reasoning on Hyper-Relational Knowledge Graphs 期刊论文
IEEE Transactions on Big Data, 2024, 页码: accept
作者:  Zikang Wang;  Linjing Li;  Daniel Zeng
Adobe PDF(4767Kb)  |  收藏  |  浏览/下载：37/15  |  提交时间：2024/06/20
hyper-relational knowledge graph, knowledge reasoning, multi-hop reasoning  
Learn to flap: foil non-parametric path planning via deep reinforcement learning 期刊论文
Journal of Fluid Mechanics, 2024, 卷号: 984, 页码: A9
作者:  Wang, Zhipeng;  Lin, Runji;  Zhao, Zhiyu;  Chen, Xu;  Guo, Pengming;  Yang, Ning;  Wang,Zhicheng;  Fan, Dixia
Adobe PDF(1892Kb)  |  收藏  |  浏览/下载：48/11  |  提交时间：2024/06/07
Enhance Sample Efficiency and Robustness of End-to-end Urban Autonomous Driving via Semantic Masked World Model 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2024, 页码: 10.1109/TITS.2024.3400227
作者:  Zeyu Gao;  Yao Mu;  Chen Chen;  Jingliang Duan;  Ping Luo;  Yanfeng Lu;  Shengbo Eben Li
Adobe PDF(3954Kb)  |  收藏  |  浏览/下载：38/13  |  提交时间：2024/06/06
End-to-end autonomous driving  deep reinforcement learning  world model  
A cooperation and decision-making framework in dynamic confrontation for multi-agent systems 期刊论文
Computers and Electrical Engineering, 2024, 页码: 118
作者:  Lexing Wang;  Tenghai Qiu;  Zhiqiang Pu;  Jianqiang Yi
Adobe PDF(1302Kb)  |  收藏  |  浏览/下载：42/13  |  提交时间：2024/06/06
Memory, attention, and muscle synergies based reinforcement and transfer learning for musculoskeletal robots under imperfect observation 期刊论文
IEEE/ASME Transactions on Mechatronics, 2024, 页码: doi:10.1109/TMECH.2024.3401045
作者:  Chen JH(陈嘉浩);  Wu YX(吴亚雄);  Qiao H(乔红)
Adobe PDF(5646Kb)  |  收藏  |  浏览/下载：24/6  |  提交时间：2024/06/04
Muscle synergy  musculoskeletal robots  reinforcement learning  
Soccer Match Broadcast Video Analysis Method Based on Detection and Tracking 期刊论文
Computer Animation and Virtual Worlds, 2024, 卷号: 35, 期号: 3, 页码: 1-17
作者:  Li HY(李红雨);  Yang M(杨猛);  Yang C(杨超);  Kang JL(康江浪);  Xiang Suo;  Meng WL(孟维亮);  Zhen Li;  Lijuan Mao;  Bin Sheng;  Jun Qi
Adobe PDF(5439Kb)  |  收藏  |  浏览/下载：50/16  |  提交时间：2024/06/04