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Enhance Sample Efficiency and Robustness of End-to-end Urban Autonomous Driving via Semantic Masked World Model 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2024, 页码: 10.1109/TITS.2024.3400227
作者:  Zeyu Gao;  Yao Mu;  Chen Chen;  Jingliang Duan;  Ping Luo;  Yanfeng Lu;  Shengbo Eben Li
Adobe PDF(3954Kb)  |  收藏  |  浏览/下载：27/8  |  提交时间：2024/06/06
End-to-end autonomous driving  deep reinforcement learning  world model  
Semantic Policy Network for Zero-Shot Object Goal Visual Navigation 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2023, 卷号: 8, 期号: 11, 页码: 7655-7662
作者:  Zhao, Qianfan;  Zhang, Lu;  He, Bin;  Liu, Zhiyong
Adobe PDF(1888Kb)  |  收藏  |  浏览/下载：130/11  |  提交时间：2023/12/21
Deep learning  path planning  reinforcement learning  vision-based navigation  
A Real 3D Embodied Dataset for Robotic Active Visual Learning 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2022, 卷号: 7, 期号: 3, 页码: 6646-6652
作者:  Zhao, Qianfan;  Zhang, Lu;  Wu, Lingxi;  Qiao, Hong;  Liu, Zhiyong
Adobe PDF(7298Kb)  |  收藏  |  浏览/下载：250/9  |  提交时间：2022/07/25
Data sets for robotic vision  deep learning for visual perception  reinforcement learning  
Incremental few-shot object detection via knowledge transfer 期刊论文
PATTERN RECOGNITION LETTERS, 2022, 卷号: 156, 页码: 67-73
作者:  Feng, Hangtao;  Zhang, Lu;  Yang, Xu;  Liu, Zhiyong
Adobe PDF(1094Kb)  |  收藏  |  浏览/下载：213/13  |  提交时间：2022/07/25
Machine learning  Convolutional neural networks  Transfer learning  Incremental few-shot object detection  
WAGNN: A Weighted Aggregation Graph Neural Network for robot skill learning 期刊论文
ROBOTICS AND AUTONOMOUS SYSTEMS, 2020, 卷号: 130, 页码: 9
作者:  Zhang, Fengyi;  Liu, Zhiyong;  Xiong, Fangzhou;  Su, Jianhua;  Qiao, Hong
Adobe PDF(1550Kb)  |  收藏  |  浏览/下载：361/54  |  提交时间：2020/07/20
Skill transfer learning  Serial structures  Robot skill learning  Graph Neural Network