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| An Improved Minimax-Q Algorithm Based on Generalized Policy Iteration to Solve a Chaser-Invader Game 会议论文
, 线上, 2020-5
作者: Liu MS(刘民颂) ; Zhu YH(朱圆恒); Zhao DB(赵冬斌)
 Adobe PDF(727Kb) |  收藏 | 浏览/下载：15/7 | 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)
 Adobe PDF(4197Kb) | 收藏 | 浏览/下载：26/5 | 提交时间：2024/06/24 |
| 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
Adobe PDF(9953Kb) | 收藏 | 浏览/下载：22/7 | 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
Adobe PDF(2469Kb) | 收藏 | 浏览/下载：61/3 | 提交时间：2023/11/16
Large-scale multiagent neighboring communication reinforcement learning (RL) variational information flow |
| 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)
Adobe PDF(488Kb) | 收藏 | 浏览/下载：153/48 | 提交时间：2023/06/28
reinforcement learning unsupervised clustering matrix game |
| Optimal Pedestrian Evacuation in Building with Consecutive Differential Dynamic Programming 会议论文
, Budapest, Hungary, 2019-7-14
作者: Zhu YH(朱圆恒); Haibo He; Dongbin Zhao; Zhongsheng Hou
Adobe PDF(679Kb) | 收藏 | 浏览/下载：72/34 | 提交时间：2023/05/22 |
| 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：279/121 | 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：61/15 | 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：109/43 | 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
Adobe PDF(2838Kb) | 收藏 | 浏览/下载：239/8 | 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 |
