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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)
 Adobe PDF(4197Kb) |  收藏 | 浏览/下载：37/13 | 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：31/10 | 提交时间：2024/06/05 |
| 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：83/16 | 提交时间：2024/02/22 |
| 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
Adobe PDF(824Kb) | 收藏 | 浏览/下载：194/60 | 提交时间：2023/06/28 |
| Benchmarking lane-changing decision-making for deep reinforcement learning 会议论文
, Guangzhou, China, 2021-11
作者: Wang JJ(王俊杰); Zhang QC(张启超); Zhao DB(赵冬斌)
Adobe PDF(1117Kb) | 收藏 | 浏览/下载：157/54 | 提交时间：2023/05/30 |
| 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)
Adobe PDF(295Kb) | 收藏 | 浏览/下载：144/43 | 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)
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 |
| 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：73/35 | 提交时间：2023/05/22 |
| 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：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
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 |
