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| Efficient Spatiotemporal Transformer for Robotic Reinforcement Learning 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2022, 卷号: 7, 期号: 3, 页码: 7982-7989
作者: Yang YM(杨依明) ; Xing DP(邢登鹏); Xu B(徐波)
 Adobe PDF(2469Kb) |  收藏 | 浏览/下载：12/4 | 提交时间：2024/05/29 |
| A Novel Attention-based Global and Local Information Fusion Neural Network for Group Recommendation 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 4, 页码: 331-346
作者: Song Zhang; Nan Zheng; Dan-Li Wang
Adobe PDF(1317Kb) | 收藏 | 浏览/下载：10/3 | 提交时间：2024/04/23
Group recommendation attentive neural network (ANN) global information local information recommender system |
| Pedestrian Attribute Recognition in Video Surveillance Scenarios Based on View-attribute Attention Localization 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 153-168
作者: Wei-Chen Chen; Xin-Yi Yu; Lin-Lin Ou
Adobe PDF(1639Kb) | 收藏 | 浏览/下载：25/10 | 提交时间：2024/04/23
Pedestrian attribute recognition surveillance scenarios view-attribute attention mechanism localization |
| Satellite Integration into 5G: Deep Reinforcement Learning for Network Selection 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 127-137
作者: Emanuele De Santis; Alessandro Giuseppi; Antonio Pietrabissa; Michael Capponi; Francesco Delli Priscoli
Adobe PDF(1513Kb) | 收藏 | 浏览/下载：14/4 | 提交时间：2024/04/23
Network selection HetNet deep reinforcement learning deep-Q-network (DQN) 5G communications |
| Knowledge Mining: A Cross-disciplinary Survey 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 89-114
作者: Yong Rui; Vicente Ivan Sanchez Carmona; Mohsen Pourvali; Yun Xing; Wei-Wen Yi; Hui-Bin Ruan; Yu Zhang
Adobe PDF(1635Kb) | 收藏 | 浏览/下载：23/5 | 提交时间：2024/04/23
Knowledge mining knowledge extraction information extraction association rule interpretability |
| Dynamic-horizon model-based value estimation with latent imagination 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 页码: 1-14
作者: Wang JJ(王俊杰); Zhang QC(张启超); Zhao DB(赵冬斌)
Adobe PDF(2305Kb) | 收藏 | 浏览/下载：167/61 | 提交时间：2023/05/30
Latent world model model-based value expansion (MVE) reinforcement learning reinforcement learning |
| A Routing Optimization Method for Software-Defined Optical Transport Network Based on Ensembles and Reinforcement Learning 期刊论文
Sensors, 2022, 页码: 8139
作者: Junyan Chen; Yang Zheng
Adobe PDF(3250Kb) | 收藏 | 浏览/下载：113/36 | 提交时间：2023/05/04 |
| Soft Contrastive Learning with Q-irrelevance Abstraction for Reinforcement Learning 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2022, 页码: doi={10.1109/TCDS.2022.3218940}
作者: Minsong Liu; Luntong Li; Shuai Hao; Yuanheng Zhu; Dongbin Zhao
Adobe PDF(12013Kb) | 收藏 | 浏览/下载：77/20 | 提交时间：2023/04/26 |
| Motion Learning and Rapid Generalization for Musculoskeletal Systems Based on Recurrent Neural Network Modulated by Initial States 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 4, 页码: 1691-1704
作者: Wang, Xiaona; Chen, Jiahao; Qiao, Hong
Adobe PDF(2080Kb) | 收藏 | 浏览/下载：110/1 | 提交时间：2023/03/20
Muscles Recurrent neural networks Mathematical models Bio-inspired control Robot kinematics Tendons Musculoskeletal system Biologically inspired control motor cortex movement preparation musculoskeletal system recurrent neural network (RNN) |
| Solving the spike feature information vanishing problem in spiking deep Q network with potential based normalization 期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 11
作者: Sun, Yinqian; Zeng, Yi; Li, Yang
Adobe PDF(1561Kb) | 收藏 | 浏览/下载：229/33 | 提交时间：2022/11/14
brain-inspired decision model SDQN reinforcement learning potential normalization spiking activity |
