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Large sequence models for sequential decision-making: a survey 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2023, 卷号: 17, 期号: 6, 页码: 18
作者:  Wen, Muning;  Lin, Runji;  Wang, Hanjing;  Yang, Yaodong;  Wen, Ying;  Mai, Luo;  Wang, Jun;  Zhang, Haifeng;  Zhang, Weinan
收藏  |  浏览/下载：93/0  |  提交时间：2023/11/17
sequential decision-making  sequence modeling  the Transformer  training system  
Counterfactual Evolutionary Reasoning for Virtual Driver Reinforcement Learning in Safe Driving 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 12, 页码: 4696-4705
作者:  Ye, Peijun;  Qi, Hao;  Zhu, Fenghua;  Lv, Yisheng
收藏  |  浏览/下载：16/0  |  提交时间：2024/03/26
Safe driving  reinforcement learning  counter factual reasoning  evolutionary search  
KAMPNet: multi-source medical knowledge augmented medication prediction network with multi-level graph contrastive learning 期刊论文
BMC MEDICAL INFORMATICS AND DECISION MAKING, 2023, 卷号: 23, 期号: 1, 页码: 19
作者:  An, Yang;  Tang, Haocheng;  Jin, Bo;  Xu, Yi;  Wei, Xiaopeng
收藏  |  浏览/下载：56/0  |  提交时间：2023/12/21
Electronic medical records  Medication prediction  Intelligent healthcare system  Multi-source medical knowledge  Graph contrastive learning  
Self-supervised Calorie-aware Heterogeneous Graph Networks for Food Recommendation 期刊论文
ACM Transactions on Multimedia Computing, Communications, and Applications, 2023, 卷号: 19, 期号: 1s, 页码: 1-23
作者:  Song, Yaguang;  Yang, Xiaoshan;  Xu, Changsheng
Adobe PDF(1381Kb)  |  收藏  |  浏览/下载：170/54  |  提交时间：2023/06/12
Food recommendation  recipe calories  heterogeneous graph  selfsupervised learning  
Hierarchical graph attention network for temporal knowledge graph reasoning 期刊论文
Neurocomputing, 2023, 页码: 126390
作者:  Shao PP(邵朋朋)
Adobe PDF(1512Kb)  |  收藏  |  浏览/下载：90/25  |  提交时间：2023/07/03
Adaptive pseudo-Siamese policy network for temporal knowledge prediction 期刊论文
Neural Networks, 2023, 卷号: 160, 页码: 192-201
作者:  Shao PP(邵朋朋)
Adobe PDF(1256Kb)  |  收藏  |  浏览/下载：84/32  |  提交时间：2023/07/03
Autonomous Skill Learning of Water Polo Ball Heading for a Robotic Fish: Curriculum and Verification 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2023, 卷号: 15, 期号: 2, 页码: 865 - 876
作者:  Zhang Tiandong;  Wang Rui;  Wang Shuo;  Wang Yu;  Cheng Long;  Zheng Gang;  Tan Min
Adobe PDF(3052Kb)  |  收藏  |  浏览/下载：114/38  |  提交时间：2023/06/14
Global Instance Tracking: Locating Target More Like Humans 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 1, 页码: 576-592
作者:  Hu, Shiyu;  Zhao, Xin;  Huang, Lianghua;  Huang, Kaiqi
Adobe PDF(15055Kb)  |  收藏  |  浏览/下载：217/54  |  提交时间：2023/02/22
Global instance tracking  single object tracking  benchmark dataset  performance evaluation  human tracking ability  
Robot Subgoal-guided Navigation in Dynamic Crowded Environments with Hierarchical Deep Reinforcement Learning 期刊论文
International Journal of Control, Automation and Systems, 2023, 页码: 1-13
作者:  Zhang TL(张天乐);  Liu Z(刘振);  Pu ZQ(蒲志强);  Yi JQ(易建强);  Liang YY(梁延研);  Zhang D(张渡)
Adobe PDF(6472Kb)  |  收藏  |  浏览/下载：141/31  |  提交时间：2023/06/12
Automatic Curriculum Learning for Large-Scale Cooperative Multiagent Systems 期刊论文
IEEE Transactions on Emerging Topics in Computational Intelligence, 2023, 卷号: 7, 期号: 3, 页码: 912-930
作者:  Zhang TL(张天乐);  Liu Z(刘振);  Pu ZQ(蒲志强);  Yi JQ(易建强)
Adobe PDF(4728Kb)  |  收藏  |  浏览/下载：259/80  |  提交时间：2023/06/02