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Learning Individual Difference Rewards in Multi-Agent Reinforcement Learning 会议论文
, London, United Kingdom, 2023-5
Authors:  Yang, Chen;  Yang, Guangkai;  Zhang, Junge
Adobe PDF(2419Kb)  |  Favorite  |  View/Download:24/7  |  Submit date:2024/05/29
Explicitly Learning Policy Under Partial Observability in Multiagent Reinforcement Learning 会议论文
, Queensland, Australia, 2023-6
Authors:  Yang, Chen;  Yang, Guangkai;  Chen, Hao;  Zhang, Junge
Adobe PDF(3027Kb)  |  Favorite  |  View/Download:27/9  |  Submit date:2024/05/29
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:29/13  |  Submit date:2024/05/09
兵棋推演  人机对抗  智能决策技术  博弈学习  
Contrastive Correlation Preserving Replay for Online Continual Learning 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 1, 页码: 124-139
Authors:  Yu, Da;  Zhang, Mingyi;  Li, Mantian;  Zha, Fusheng;  Zhang, Junge;  Sun, Lining;  Huang, Kaiqi
Favorite  |  View/Download:41/0  |  Submit date:2024/03/26
Task analysis  Correlation  Knowledge transfer  Training  Memory management  Data models  Mutual information  Continual learning  catastrophic forgetting  class-incremental learning  experience replay  
Data-efficient model-based reinforcement learning with trajectory discrimination 期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2023, 页码: 10
Authors:  Qu, Tuo;  Duan, Fuqing;  Zhang, Junge;  Zhao, Bo;  Huang, Wenzhen
Favorite  |  View/Download:114/0  |  Submit date:2023/11/16
Reinforcement learning  Deep learning  Continuous control task  World model  
Exploration via Joint Policy Diversity for Sparse-Reward Multi-Agent Tasks 会议论文
, Macao, China, 2023-8
Authors:  Pei Xu;  Junge Zhang;  Kaiqi Huang
Adobe PDF(1369Kb)  |  Favorite  |  View/Download:244/74  |  Submit date:2023/06/19
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:229/70  |  Submit date: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
Authors:  Da Yu;  Mingyi Zhang;  Mantian Li;  Fusheng Zha;  Junge Zhang;  Lining Sun;  Kaiqi Huang
Adobe PDF(7599Kb)  |  Favorite  |  View/Download:255/97  |  Submit date: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
Authors:  Xu, Pei;  Yin, Qiyue;  Zhang, Junge;  Huang, Kaiqi
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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:179/0  |  Submit date:2022/11/14
Offline reinforcement learning  Action embedding