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| Enhancing Reinforcement Learning via Transformer-based State Predictive Representations 期刊论文 IEEE Transactions on Artificial Intelligence, 2024, 页码: 1 - 12 作者: Liu MS(刘民颂) ; Zhu YH(朱圆恒) ; Chen YR(陈亚冉) ; Zhao DB(赵冬斌)![](/image/person.jpg)
Adobe PDF(1162Kb)  |   收藏  |  浏览/下载:29/8  |  提交时间:2024/06/24 |
| Deep Reinforcement Learning-Based Driving Policy at Intersections Utilizing Lane Graph Networks 期刊论文 IEEE Transactions on Cognitive and Developmental Systems, 2024, 页码: 1 - 16 作者: Liu, Yuqi ; Zhang, Qichao ; Gao, Yinfeng; Zhao, Dongbin![](/image/person.jpg)
Adobe PDF(22863Kb)  |   收藏  |  浏览/下载:42/14  |  提交时间:2024/06/03 Reinforcement Learning Autonomous Driving Intersection Navigating |
| Multi-task safe reinforcement learning for navigating intersections in dense traffic 期刊论文 JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2023, 卷号: 360, 期号: 17, 页码: 13737-13760 作者: Liu, Yuqi ; Gao, Yinfeng; Zhang, Qichao ; Ding, Dawei; Zhao, Dongbin![](/image/person.jpg)
Adobe PDF(3095Kb)  |   收藏  |  浏览/下载:84/16  |  提交时间:2024/02/22 |
| NVIF: Neighboring Variational Information Flow for Cooperative Large-Scale Multiagent Reinforcement Learning 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 13 作者: Chai, Jiajun ; Zhu, Yuanheng ; Zhao, Dongbin![](/image/person.jpg)
Adobe PDF(2469Kb)  |   收藏  |  浏览/下载:62/3  |  提交时间:2023/11/16 Large-scale multiagent neighboring communication reinforcement learning (RL) variational information flow |
| Adaptive Search for Broad Attention based Vision Transformers 期刊论文 IEEE Transactions on Evolutionary Computation, 2023, 页码: 0-0 作者: Nannan Li ; Yaran Chen ; Dongbin Zhao![](/image/person.jpg)
Adobe PDF(824Kb)  |   收藏  |  浏览/下载:194/60  |  提交时间:2023/06/28 |
| BViT: Broad Attention-Based Vision Transformer 期刊论文 IEEE Transactions on Neural Networks and Learning Systems, 2023, 页码: 1 - 12 作者: Nannan Li ; Yaran Chen ; Weifan Li ; Zixiang Ding ; Dongbin Zhao ; Shuai Nie![](/image/person.jpg)
Adobe PDF(2171Kb)  |   收藏  |  浏览/下载:232/63  |  提交时间:2023/06/27 Broad attention broad connection image classification parameter-free attention vision transformer |
| Dynamic-horizon model-based value estimation with latent imagination 期刊论文 IEEE Transactions on Neural Networks and Learning Systems, 2022, 页码: 1-14 作者: Wang JJ(王俊杰) ; Zhang QC(张启超) ; Zhao DB(赵冬斌)![](/image/person.jpg)
Adobe PDF(2305Kb)  |   收藏  |  浏览/下载:193/68  |  提交时间:2023/05/30 Latent world model model-based value expansion (MVE) reinforcement learning reinforcement learning |
| A Hierarchical Deep Reinforcement Learning Framework for 6-DOF UCAV Air-to-Air Combat 期刊论文 IEEE Transactions on Systems, Man and Cybernetics: Systems, 2023, 页码: DOI: 10.1109/TSMC.2023.3270444 作者: Jiajun Chai ; Wenzhang Chen; Yuanheng Zhu ; Zong-xin Yao,; Dongbin Zhao![](/image/person.jpg)
Adobe PDF(9249Kb)  |   收藏  |  浏览/下载:290/128  |  提交时间:2023/04/26 |
| Empirical Policy Optimization for n-Player Markov Games 期刊论文 IEEE Transactions on Cybernetics, 2022, 页码: doi={10.1109/TCYB.2022.3179775} 作者: Yuanheng Zhu ; Weifan Li ; Mengchen Zhao; Jianye Hao; Dongbin Zhao![](/image/person.jpg)
Adobe PDF(1739Kb)  |   收藏  |  浏览/下载:111/44  |  提交时间:2023/04/26 |
| Online Minimax Q Network Learning for Two-Player Zero-Sum Markov Games 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 3, 页码: 1228-1241 作者: Zhu, Yuanheng ; Zhao, Dongbin![](/image/person.jpg)
Adobe PDF(2838Kb)  |   收藏  |  浏览/下载:250/12  |  提交时间:2022/06/10 Games Nash equilibrium Mathematical model Markov processes Convergence Dynamic programming Training Deep reinforcement learning (DRL) generalized policy iteration (GPI) Markov game (MG) Nash equilibrium Q network zero sum |