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CASIA OpenIR

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Learning to Branch in Combinatorial Optimization With Graph Pointer Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 157-169
作者:  Rui Wang;  Zhiming Zhou;  Kaiwen Li;  Tao Zhang;  Ling Wang;  Xin Xu;  Xiangke Liao
Adobe PDF(1841Kb)  |  收藏  |  浏览/下载：232/153  |  提交时间：2024/01/02
Branch-and-bound (B&B)  combinatorial optimization  deep learning  graph neural network  imitation learning  
Motion Planning for Autonomous Driving: The State of the Art and Future Perspectives 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 6, 页码: 3692-3711
作者:  Teng, Siyu;  Hu, Xuemin;  Deng, Peng;  Li, Bai;  Li, Yuchen;  Ai, Yunfeng;  Yang, Dongsheng;  Li, Lingxi;  Xuanyuan, Zhe;  Zhu, Fenghua;  Chen, Long
收藏  |  浏览/下载：97/0  |  提交时间：2023/11/17
Motion planning  pipeline planning  end-to-end planning  imitation learning  reinforcement learning  parallel learning  
Hierarchical Interpretable Imitation Learning for End-to-End Autonomous Driving 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 1, 页码: 673-683
作者:  Teng, Siyu;  Chen, Long;  Ai, Yunfeng;  Zhou, Yuanye;  Xuanyuan, Zhe;  Hu, Xuemin
收藏  |  浏览/下载：88/0  |  提交时间：2023/11/16
Semantics  Data models  Autonomous vehicles  Cameras  Reinforcement learning  Predictive models  Robustness  Autonomous driving  imitation learning  motion planning  end-to-End driving  interpretability  
SOZIL: Self-Optimal Zero-shot Imitation Learning 期刊论文
IEEE Trans on Cognitive and Developmental System, 2021, 期号: 1, 页码: 1
作者:  Peng Hao;  Tao Lu;  Shaowei Cui;  Junhang Wei;  Yinghao Cai;  Shuo Wang
Adobe PDF(13840Kb)  |  收藏  |  浏览/下载：148/22  |  提交时间：2022/04/08
imitation learning  learning from observation  keyframe demonstration  
Missile guidance with assisted deep reinforcement learning for head-on interception of maneuvering target 期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2021, 页码: 12
作者:  Li, Weifan;  Zhu, Yuanheng;  Zhao, Dongbin
Adobe PDF(1431Kb)  |  收藏  |  浏览/下载：275/48  |  提交时间：2021/12/28
Reinforcement learning  Missile guidance  Auxiliary learning  Self-imitation learning  
Deep Imitation Learning for Autonomous Vehicles Based on Convolutional Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 82-95
作者:  Parham M. Kebria;  Abbas Khosravi;  Syed Moshfeq Salaken;  Saeid Nahavandi
浏览  |  Adobe PDF(7717Kb)  |  收藏  |  浏览/下载：121/32  |  提交时间：2021/03/11
Autonomous vehicles  convolutional neural networks  deep learning  imitation learning  
Vision-Based Imitation Learning of Needle Reaching Skill for Robotic Precision Manipulation 期刊论文
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2021, 卷号: 101, 期号: 1, 页码: 13
作者:  Li, Ying;  Qin, Fangbo;  Du, Shaofeng;  Xu, De;  Zhang, Jianqiang
收藏  |  浏览/下载：212/0  |  提交时间：2021/03/08
Imitation learning  Skill learning  Visual control  Robotic precision manipulation  Neural networks  
Deterministic generative adversarial imitation learning 期刊论文
NEUROCOMPUTING, 2020, 卷号: 388, 页码: 60-69
作者:  Zuo, Guoyu;  Chen, Kexin;  Lu, Jiahao;  Huang, Xiangsheng
收藏  |  浏览/下载：174/0  |  提交时间：2020/06/02
Robot learning  Imitation learning  Reinforcement learning  GAN  DGAIL  
End-to-End Autonomous Driving: An Angle Branched Network Approach 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 卷号: 68, 期号: 12, 页码: 11599-11610
作者:  Wang, Qing;  Chen, Long;  Tian, Bin;  Tian, Wei;  Li, Lingxi;  Cao, Dongpu
收藏  |  浏览/下载：222/0  |  提交时间：2020/04/07
End-to-end driving  imitation learning  navigation command