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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) Adobe PDF(1162Kb)  |  收藏  |  浏览/下载:14/3  |  提交时间:2024/06/24 |
| 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 Adobe PDF(2144Kb)  |  收藏  |  浏览/下载:20/2  |  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 |
| 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 Adobe PDF(22863Kb)  |  收藏  |  浏览/下载:22/6  |  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 Adobe PDF(3095Kb)  |  收藏  |  浏览/下载:68/9  |  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 Adobe PDF(2469Kb)  |  收藏  |  浏览/下载:60/2  |  提交时间:2023/11/16 Large-scale multiagent neighboring communication reinforcement learning (RL) variational information flow |
| 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 Adobe PDF(2171Kb)  |  收藏  |  浏览/下载:218/59  |  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) Adobe PDF(2305Kb)  |  收藏  |  浏览/下载:180/65  |  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 Adobe PDF(9249Kb)  |  收藏  |  浏览/下载:268/118  |  提交时间:2023/04/26 |
| Vision-based control in the open racing car simulator with deep and reinforcement learning 期刊论文 Journal of Ambient Intelligence and Humanized Computing, 2019, 页码: doi={10.1007/s12652-019-01503-y} 作者: Yuanheng Zhu; Dongbin Zhao Adobe PDF(2210Kb)  |  收藏  |  浏览/下载:59/14  |  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 Adobe PDF(1739Kb)  |  收藏  |  浏览/下载:107/42  |  提交时间:2023/04/26 |