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| Soft Contrastive Learning with Q-irrelevance Abstraction for Reinforcement Learning 期刊论文 IEEE Transactions on Cognitive and Developmental Systems, 2023, 卷号: 15, 期号: 3, 页码: 1463 - 1473 作者: Liu MS(刘民颂) ; Li LT(李伦通); Hao S(郝帅); Zhu YH(朱圆恒) ; Zhao DB(赵冬斌)![](/image/person.jpg)
Adobe PDF(4197Kb)  |   收藏  |  浏览/下载:8/1  |  提交时间:2024/06/24 |
| 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:10/2  |  提交时间:2024/06/24 |
| Driving Control with Deep and Reinforcement Learning in The Open Racing Car Simulator 会议论文 , Siem Reap, Cambodia, 2018, 12, 13-16 作者: Yuanheng Zhu ; Dongbin Zhao![](/image/person.jpg)
Adobe PDF(697Kb)  |   收藏  |  浏览/下载:14/7  |  提交时间:2024/06/05 |
| FM3Q: Factorized Multi-Agent MiniMax Q-Learning for Two-Team Zero-Sum Markov Game 期刊论文 IEEE Transactions on Emerging Topics in Computational Intelligence, 2024, 页码: 1-13 作者: Guangzheng Hu; Yuanheng Zhu ; Haoran Li; Dongbin Zhao![](/image/person.jpg)
Adobe PDF(2144Kb)  |   收藏  |  浏览/下载:12/2  |  提交时间:2024/06/05 |
| 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:55/1  |  提交时间:2023/11/16 Large-scale multiagent neighboring communication reinforcement learning (RL) variational information flow |
| Advantage Constrained Proximal Policy Optimization in Multi-Agent Reinforcement Learning 会议论文 , 昆士兰, 2023-6 作者: Li WF(李伟凡) ; Zhu YH(朱圆恒) ; Zhao DB(赵冬斌)![](/image/person.jpg)
Adobe PDF(4104Kb)  |   收藏  |  浏览/下载:239/79  |  提交时间:2023/06/29 multi-agent reinforcement learning policy gradient |
| Multi-Agent Reinforcement Learning Based on Clustering in Two-Player Games 会议论文 , Xiamen, China, 2019-12-6 作者: Li WF(李伟凡) ; Zhu YH(朱圆恒) ; Zhao DB(赵冬斌)![](/image/person.jpg)
Adobe PDF(488Kb)  |   收藏  |  浏览/下载:144/46  |  提交时间:2023/06/28 reinforcement learning unsupervised clustering matrix game |
| 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:259/118  |  提交时间:2023/04/26 |
| Soft Contrastive Learning with Q-irrelevance Abstraction for Reinforcement Learning 期刊论文 IEEE Transactions on Cognitive and Developmental Systems, 2022, 页码: doi={10.1109/TCDS.2022.3218940} 作者: Minsong Liu ; Luntong Li; Shuai Hao; Yuanheng Zhu ; Dongbin Zhao![](/image/person.jpg)
Adobe PDF(12013Kb)  |   收藏  |  浏览/下载:81/22  |  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:103/41  |  提交时间:2023/04/26 |