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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：9/1 | 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)
Adobe PDF(1162Kb) | 收藏 | 浏览/下载：11/2 | 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：14/6 | 提交时间：2024/06/05 |
| 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：16/5 | 提交时间：2024/06/03
Reinforcement Learning Autonomous Driving Intersection Navigating |
| 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：58/1 | 提交时间：2023/11/16
Large-scale multiagent neighboring communication reinforcement learning (RL) variational information flow |
| 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：180/55 | 提交时间：2023/06/28 |
| 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：215/58 | 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：177/64 | 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：263/118 | 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
Adobe PDF(12013Kb) | 收藏 | 浏览/下载：83/22 | 提交时间：2023/04/26 |
