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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
收藏
  |  
浏览/下载:3/0
  |  
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
收藏
  |  
浏览/下载:2/0
  |  
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
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  |  
浏览/下载:0/0
  |  
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
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
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  |  
浏览/下载:41/0
  |  
提交时间:2021/12/28
Reinforcement learning
Missile guidance
Auxiliary learning
Self-imitation learning
Interactive-Imitation-Based Distributed Coordination Scheme for Smart Manufacturing
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 5, 页码: 3599-3608
作者:
Yang, Bo
;
Zhang, Jialin
;
Shi, Huaguang
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  |  
浏览/下载:18/0
  |  
提交时间:2021/12/01
Task analysis
Manufacturing
Heuristic algorithms
Training
Image edge detection
Computer architecture
Coordinated manufacturing
industrial cyber–
physical systems
multiagent 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
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  |  
浏览/下载:45/0
  |  
提交时间:2021/03/08
Imitation learning
Skill learning
Visual control
Robotic precision manipulation
Neural networks
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
;
Shuo Wang
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  |  
浏览/下载:36/0
  |  
提交时间:2022/04/08
imitation learning
learning from observation
keyframe demonstration
Interactive-Imitation-Based Distributed Coordination Scheme for Smart Manufacturing
期刊论文
IEEE Transactions on Industrial Informatics, 2021, 卷号: 17, 期号: 5, 页码: 3599-3608
作者:
Yang, Bo
;
Zhang JL(张嘉麟)
;
Shi HG(石华光)
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  |  
浏览/下载:14/0
  |  
提交时间:2021/03/14
Coordinated manufacturing
industrial cyber-physical systems
multiagent imitation learning
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:29/0
  |  
提交时间:2020/06/02
Robot learning
Imitation learning
Reinforcement learning
GAN
DGAIL
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
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/03/11
Autonomous vehicles
convolutional neural networks
deep learning
imitation learning
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