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Improve the efficiency of deep reinforcement learning through semantic exploration guided by natural language. 会议论文
, 北京华腾美居酒店, 2023-12-9
Authors:  Zhourui Guo;  Meng Yao;  Yang Yu;  Qiyue Yin
Adobe PDF(2302Kb)  |  Favorite  |  View/Download:8/3  |  Submit date:2024/06/03
Distributed Deep Reinforcement Learning: A Survey and a Multi-player Multi-agent Learning Toolbox 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 411-430
Authors:  Qiyue Yin;  Tongtong Yu;  Shengqi Shen;  Jun Yang;  Meijing Zhao;  Wancheng Ni;  Kaiqi Huang;  Bin Liang;  Liang Wang
Adobe PDF(2923Kb)  |  Favorite  |  View/Download:26/11  |  Submit date:2024/05/23
Deep reinforcement learning, distributed machine learning, self-play, population-play, toolbox  
兵棋推演的智能决策技术与挑战 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 5, 页码: 913-928
Authors:  尹奇跃;  赵美静;  倪晚成;  张俊格;  黄凯奇
Adobe PDF(4513Kb)  |  Favorite  |  View/Download:34/15  |  Submit date:2024/05/09
兵棋推演  人机对抗  智能决策技术  博弈学习  
AI in Human-computer Gaming: Techniques, Challenges and Opportunities 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 299-317
Authors:  Qi-Yue Yin;  Jun Yang;  Kai-Qi Huang;  Mei-Jing Zhao;  Wan-Cheng Ni;  Bin Liang;  Yan Huang;  Shu Wu;  Liang Wang
Adobe PDF(2608Kb)  |  Favorite  |  View/Download:36/7  |  Submit date:2024/04/23
Human-computer gaming, AI, intelligent decision making, deep reinforcement learning, self-play  
Position Weighted Convolutional Neural Network for Unbalanced Children Caries Diagnosis 期刊论文
IEEE ACCESS, 2023, 卷号: 11, 页码: 77034-77044
Authors:  Zhou, Xiaojie;  Feng, Xueou;  Li, Qingming;  Yin, Qiyue;  Yang, Jun;  Yu, Guoxia;  Shi, Qing
Favorite  |  View/Download:99/0  |  Submit date:2023/11/17
Caries diagnosis  CNN  transformer  position embedding  panoramic radiograph  
Subspace-Aware Exploration for Sparse-Reward Multi-Agent Tasks 会议论文
, Washington DC, USA, 2023-2-7
Authors:  Pei Xu;  Junge Zhang;  Qiyue Yin;  Chao Yu;  Yaodong Yang;  Kaiqi Huang
Adobe PDF(2037Kb)  |  Favorite  |  View/Download:231/70  |  Submit date:2023/06/19
deep reinforcement learning  sparse reward  exploration  multi-agent  
Deep Learning for Free-Hand Sketch: A Survey 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 1, 页码: 285-312
Authors:  Xu, Peng;  Hospedales, Timothy M.;  Yin, Qiyue;  Song, Yi-Zhe;  Xiang, Tao;  Wang, Liang
Favorite  |  View/Download:196/0  |  Submit date:2023/02/22
Free-hand sketch  deep learning  survey  introductory  taxonomy  
Deep Reinforcement Learning With Part-Aware Exploration Bonus in Video Games 期刊论文
IEEE TRANSACTIONS ON GAMES, 2022, 卷号: 14, 期号: 4, 页码: 644-653
Authors:  Xu, Pei;  Yin, Qiyue;  Zhang, Junge;  Huang, Kaiqi
Adobe PDF(1480Kb)  |  Favorite  |  View/Download:320/80  |  Submit date:2023/02/22
Deep learning  exploration  reinforcement learning  video game  
Offline reinforcement learning with representations for actions 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 610, 页码: 746-758
Authors:  Lou, Xingzhou;  Yin, Qiyue;  Zhang, Junge;  Yu, Chao;  He, Zhaofeng;  Cheng, Nengjie;  Huang, Kaiqi
Favorite  |  View/Download:182/0  |  Submit date:2022/11/14
Offline reinforcement learning  Action embedding  
Context Aware Convolutional Neural Network for Children Caries Diagnosis on Dental Panoramic Radiographs 期刊论文
COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2022, 卷号: 2022, 页码: 8
Authors:  Zhou, Xiaojie;  Yu, Guoxia;  Yin, Qiyue;  Liu, Yan;  Zhang, Zhiling;  Sun, Jie
Favorite  |  View/Download:166/0  |  Submit date:2022/11/14