基本信息
views: 67
Career Trajectory
Bio
Main Research Interests
Large-Batch Training
Yong focus on Large-Batch Training on large-scale distributed systems.
We can use Large-Batch Training to accelerate the training process of deep neural networks.
Multi-Agent Systems
Yong focus on simplification of learning process in multi-agent systems, i.e., game abstraction.
The large number of agents and complex game relationship cause great difficulty for policy learning. Therefore, simplifying the learning process is an important research issue.
Reinforcement Learning
Yong focus on the algorithm framework of reinforcement learning and applications, especially in multi-agent systems. Reinforcement learning learn the policy through the feedback from environment, which is a way closer to the human model. I'm really interested in it.
Transfer Learning
Yong focus on the transfer learning in multi-agent systems, especially between environments with different number of agents. Policy learning is difficult in large-scale multi-agent systems. We use incremental learning and teansfer learning to solve the problem.
Research Interests
Papers共 142 篇Author StatisticsCo-AuthorSimilar Experts
By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
ICLR 2024 (2024)
Cited0Views0EIBibtex
0
0
2024 IEEE Conference on Artificial Intelligence (CAI)pp.894-898, (2024)
arxiv(2024)
Cited0Views0Bibtex
0
0
IEEE transactions on medical imagingpp.1-1, (2024)
IEEE Transactions on Big Datano. 99 (2024): 1-12
Yan Wang,Liangli Zhen,Jianwei Zhang,Miqing Li,Lei Zhang ,Zizhou Wang,Yangqin Feng,Yu Xue ,Xiao Wang ,Zheng Chen ,Tao Luo , Rich Siow Mong Goh,Yong Liu
IEEE Trans. Evol. Comput.no. 3 (2024): 668-681
CoRR (2024)
Cited0Views0EIBibtex
0
0
Yuncheng Jiang,Yiwen Hu, Zixun Zhang,Jun Wei,Chun-Mei Feng, Xuemei Tang,Xiang Wan,Yong Liu,Shuguang Cui,Zhen Li
arxiv(2024)
Cited0Views0Bibtex
0
0
2024 IEEE Conference on Artificial Intelligence (CAI)pp.1326-1331, (2024)
Jocelyn Hui Lin Goh, Elroy Ang, Sahana Srinivasan,Xiaofeng Lei, Johnathan Loh,Ten Cheer Quek,Cancan Xue,Xinxing Xu,Yong Liu,Ching-Yu Cheng,Jagath C. Rajapakse,Yih-Chung Tham
Ophthalmology scienceno. 6 (2024): 100552-100552
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Author Statistics
#Papers: 142
#Citation: 2946
H-Index: 22
G-Index: 54
Sociability: 6
Diversity: 0
Activity: 4
Co-Author
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D-Core
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