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| NeuronsMAE: A Novel Multi-Agent Reinforcement Learning Environment for Cooperative and Competitive Multi-Robot Tasks 会议论文 , Queensland, Australia, 2023-6 作者: Hu GZ(胡光政) ; Li HR(李浩然) ; Liu SS(刘莎莎); Zhu YH(朱圆恒) ; Zhao DB(赵冬斌)![](/image/person.jpg)
Adobe PDF(2785Kb)  |   收藏  |  浏览/下载:29/8  |  提交时间:2024/07/04 |
| 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:33/11  |  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:26/13  |  提交时间:2024/06/05 |
| MAT: Morphological Adaptive Transformer for Universal Morphology Policy Learning 期刊论文 IEEE Transactions on Cognitive and Developmental Systems, 2024, 页码: 1-12 作者: Boyu Li; Haran Li; Yuanheng Zhu ; Dongbin Zhao![](/image/person.jpg)
Adobe PDF(9953Kb)  |   收藏  |  浏览/下载:27/8  |  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:37/7  |  提交时间:2024/06/05 Games Q-learning Task analysis Optimization Convergence Training Nash equilibrium Multi-agent reinforcement learning minimax-Q learning two-team zero-sum Markov games |
| A Reinforcement Learning Benchmark for Autonomous Driving in Intersection Scenarios 会议论文 , Orlando, FL, USA, 2022-1-24 作者: Liu, Yuqi ; Zhang, Qichao ; Zhao, Dongbin![](/image/person.jpg)
Adobe PDF(1537Kb)  |   收藏  |  浏览/下载:33/18  |  提交时间:2024/06/03 |
| 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:80/16  |  提交时间:2024/02/22 |
| 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:154/49  |  提交时间:2023/06/28 reinforcement learning unsupervised clustering matrix game |
| Lane change decision-making through deep reinforcement learning with rule-based constraints 会议论文 , Budapest, Hungary, 2019-7 作者: Wang JJ(王俊杰) ; Zhang QC(张启超) ; Zhao DB(赵冬斌) ; Chen YR(陈亚冉)![](/image/person.jpg)
Adobe PDF(295Kb)  |   收藏  |  浏览/下载:141/42  |  提交时间:2023/05/30 Lane Change Decision-making Deep Reinforcement Learning Deep Q-Network |
| 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:191/68  |  提交时间:2023/05/30 Latent world model model-based value expansion (MVE) reinforcement learning reinforcement learning |