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| A Cross-Feature Mutual Learning Framework to Integrate Functional Connectivity and Activity for Brain Disorder Classification 会议论文
, USA, July 15-19, 2024
作者: Min Zhao ; Rongtao Xu; Dongmei Zhi; Shan Yu; Vince D Calhoun; Jing Sui
 Adobe PDF(2565Kb) |  收藏 | 浏览/下载：11/2 | 提交时间：2024/06/17 |
| Continuous Exploration via Multiple Perspectives in Sparse Reward Environment 会议论文
, 厦门国际会议中心, 2023-10-13
作者: Chen ZP(陈忠鹏); Guan Q(关强)
 Adobe PDF(2260Kb) | 收藏 | 浏览/下载：19/5 | 提交时间：2024/06/04
Reinforcement Learning · Exploration Strategy · Sparse Reward · Intrinsic Motivation |
| D2AH-PPO: Playing ViZDoom With Object-Aware Hierarchical Reinforcement Learning 会议论文
, 中国重庆, 2024.5.7-5.9
作者: Niu LY(钮龙宇); Wan J(万军)
Adobe PDF(1645Kb) | 收藏 | 浏览/下载：25/5 | 提交时间：2024/05/28
深度强化学习 表征学习 分层学习 |
| Second-Order Global Attention Networks for Graph Classification and Regression 会议论文
, Beijing, China, August 27-28, 2022
作者: Hu Fenyu; Cui Zeyu; Wu Shu; Liu Qiang; Wu Jinlin; Wang Liang; Tan Tieniu
Adobe PDF(69424Kb) | 收藏 | 浏览/下载：209/70 | 提交时间：2023/07/06 |
| Multi-Objective Bayesian Optimization using Deep Gaussian Processes with Applications to Copper Smelting Optimization 会议论文
, 新加坡, 2022-12
作者: Kang, Liwen; Wang, Xuelei; Wu, Zhiheng; Wang, Ruihua
Adobe PDF(607Kb) | 收藏 | 浏览/下载：121/31 | 提交时间：2023/06/29 |
| A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes 期刊论文
Machine Intelligence Research, 2023, 页码: 1-12
作者: Xu, Xinyao; Xu, De; Qin, Fangbo
Adobe PDF(1677Kb) | 收藏 | 浏览/下载：193/66 | 提交时间：2023/06/21
data augmentation feature clustering class-rebalance strategy few-shot learning fault diagnosis |
| Generalization Across Subjects and Sessions for EEG-based Emotion Recognition Using Multi-source Attention-based Dynamic Residual Transfer 会议论文
, Gold Coast Convention and Exhibition Centre Queensland, Australia, 2023-06-18
作者: Wanqing Jiang; Gaofeng Meng; Tianzi Jiang; Nianming Zuo
Adobe PDF(1497Kb) | 收藏 | 浏览/下载：226/88 | 提交时间：2023/06/20
Electroencephalogram (EEG), emotion recognition, multi-source domain adaptation, subject-independent |
| Subspace-Aware Exploration for Sparse-Reward Multi-Agent Tasks 会议论文
, Washington DC, USA, 2023-2-7
作者: Pei Xu; Junge Zhang; Qiyue Yin; Chao Yu; Yaodong Yang; Kaiqi Huang
Adobe PDF(2037Kb) | 收藏 | 浏览/下载：230/70 | 提交时间：2023/06/19
deep reinforcement learning sparse reward exploration multi-agent |
| Probing Word Syntactic Representations in the Brain by a Feature Elimination Method 会议论文
, Virtual conference, 2022
作者: Xiaohan Zhang; Shaonan Wang; Nan Lin; Jiajun Zhang; Chengqing Zong
Adobe PDF(1417Kb) | 收藏 | 浏览/下载：155/50 | 提交时间：2023/06/19 |
| Improving the Ability of Robots to Navigate Through Crowded Environments Safely using Deep Reinforcement Learning 会议论文
, 中国桂林, 2022-7-9
作者: Shan QF(单钦锋); Wang WJ(王伟杰); Guo DF(郭丁飞); Sun XR(孙向荣); Jia LH(贾立好)
Adobe PDF(494Kb) | 收藏 | 浏览/下载：132/42 | 提交时间：2023/06/05
Deep learning Mechatronics Navigation Reinforcement learning Cost function Real-time systems Trajectory |
