Prof. Xinzhi Wang Profile

Prof. Xinzhi Wang

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Publications (4)

Proceedings Article | 30 September 2024 Paper

Combing formalized temporal knowledge and generative background knowledge for temporal knowledge graph reasoning

Yijie Xie, Xiangfeng Luo, Xinzhi Wang

Proceedings Volume 13286, 132861L (2024) https://doi.org/10.1117/12.3045266

KEYWORDS: Data modeling, Education and training, Performance modeling, Systems modeling, Head, Transform theory, Reflection, Engineering, System integration, Statistical analysis

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Proceedings Article | 4 September 2024 Paper

Safety offline reinforcement learning based on knowledge constraints

Xin Zhao, Xinzhi Wang, Yuhao Zhou, Shaorong Xie

Proceedings Volume 13259, 1325919 (2024) https://doi.org/10.1117/12.3040261

KEYWORDS: Safety, Data modeling, Ablation, Process modeling, Neural networks, Mixtures, Statistical modeling, Robotics

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Proceedings Article | 5 July 2024 Paper

Reducing redundancy of skills in hierarchical reinforcement learning with offline data

Yuhao Zhou, Xiaoming Wang, Xinzhi Wang, Shaorong Xie, Zhenyu Zhang

Proceedings Volume 13184, 131842Z (2024) https://doi.org/10.1117/12.3032877

KEYWORDS: Unmanned vehicles, Education and training, Strategic intelligence, Online learning, Mining, Data modeling, Autonomous vehicles, Ablation, Transform theory, Signal processing

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Proceedings Article | 5 July 2024 Paper

S2RU: scene semantic reconstruction for unmanned ground vehicle virtual-real integration

Bin Ma, Xinzhi Wang, Shaorong Xie, Wenwen Xiao

Proceedings Volume 13184, 131841M (2024) https://doi.org/10.1117/12.3032847

KEYWORDS: Machine learning, Neural networks, Cameras, Unmanned ground vehicles, LIDAR, Decision making

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