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CASIA OpenIR
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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
作者:  Qiyue Yin;  Tongtong Yu;  Shengqi Shen;  Jun Yang;  Meijing Zhao;  Wancheng Ni;  Kaiqi Huang;  Bin Liang;  Liang Wang
Adobe PDF(2923Kb)  |  收藏  |  浏览/下载：48/18  |  提交时间：2024/05/23
Deep reinforcement learning, distributed machine learning, self-play, population-play, toolbox  
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
作者:  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)  |  收藏  |  浏览/下载：70/18  |  提交时间：2024/04/23
Human-computer gaming, AI, intelligent decision making, deep reinforcement learning, self-play  
Densely Connected Single-Shot Detector 会议论文
, Beijing, China, 2018-8
作者:  Pei Xu;  Xin Zhao;  Kaiqi Huang
Adobe PDF(3279Kb)  |  收藏  |  浏览/下载：85/39  |  提交时间：2023/06/19
Exploration via Joint Policy Diversity for Sparse-Reward Multi-Agent Tasks 会议论文
, Macao, China, 2023-8
作者:  Pei Xu;  Junge Zhang;  Kaiqi Huang
Adobe PDF(1369Kb)  |  收藏  |  浏览/下载：276/85  |  提交时间：2023/06/19
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：258/78  |  提交时间：2023/06/19
deep reinforcement learning  sparse reward  exploration  multi-agent  
Squeezing More Past Knowledge for Online Class-Incremental Continual Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 722-736
作者:  Da Yu;  Mingyi Zhang;  Mantian Li;  Fusheng Zha;  Junge Zhang;  Lining Sun;  Kaiqi Huang
Adobe PDF(7599Kb)  |  收藏  |  浏览/下载：281/103  |  提交时间：2023/03/02
Catastrophic forgetting  class-incremental learning  continual learning (CL)  experience replay  
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
作者:  Xu, Pei;  Yin, Qiyue;  Zhang, Junge;  Huang, Kaiqi
Adobe PDF(1480Kb)  |  收藏  |  浏览/下载：348/89  |  提交时间：2023/02/22
Deep learning  exploration  reinforcement learning  video game  
Multi-Agent Uncertainty Sharing for Cooperative Multi-Agent Reinforcement Learning 会议论文
, 意大利, 2022-07
作者:  Yang GK(杨光开);  Chenhao(陈皓);  Junge Zhang(张俊格);  Qiyue Yin(尹奇跃);  Kaiqi Huang(黄凯奇)
Adobe PDF(2924Kb)  |  收藏  |  浏览/下载：296/63  |  提交时间：2022/07/12
QueryProp: Object Query Propagation for High-Performance Video Object Detection 会议论文
36th AAAI Conference on Artificial Intelligence (AAAI), Virtual, 2022
作者:  He, Fei;  Gao, Naiyu;  Jia, Jian;  Zhao, Xin;  Huang, Kaiqi
Adobe PDF(1646Kb)  |  收藏  |  浏览/下载：189/27  |  提交时间：2022/06/16
Temporal Context Enhanced Feature Aggregation for Video Object Detection 会议论文
The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), New York, 2020-02
作者:  He, Fei;  Gao, Naiyu;  Li, Qiaozhe;  Du, Senyao;  Zhao, Xin;  Huang, Kaiqi
Adobe PDF(952Kb)  |  收藏  |  浏览/下载：225/57  |  提交时间：2022/06/16