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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：46/16 | 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：33/9 | 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：45/8 | 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 |
| 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：90/20 | 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：200/63 | 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：236/64 | 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：198/69 | 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：294/128 | 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：64/17 | 提交时间：2023/04/26 |
| Boost 3-D Object Detection via Point Clouds Segmentation and Fused 3-D GIoU-L-1 Loss 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 762-773
作者: Chen, Yaran; Li, Haoran; Gao, Ruiyuan; Zhao, Dongbin
Adobe PDF(2082Kb) | 收藏 | 浏览/下载：307/73 | 提交时间：2022/03/17
3-D object detection generalized Intersection of Union (GIoU) loss segmentation |
