Explainable Gated Bayesian Recurrent Neural Network for Non-Markov State Estimation

Memory-extraction-based DRL cooperative guidance against the maneuvering target protected by interceptors

H Sun, S Yan, Y Liang, C Ma, T Zhang, L Pei - Aerospace Science and …, 2024 - Elsevier
This paper presents an open and interesting issue for missiles, ie, achieving collaborative
parameters constrained cooperative guidance, despite the interference of pursing …
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[PDF] arxiv.org

Explainable Bayesian Recurrent Neural Smoother to Capture Global State Evolutionary Correlations

S Yan, Y Liang, H Zhang, L Zheng, D Zou… - arXiv preprint arXiv …, 2024 - arxiv.org
Through integrating the evolutionary correlations across global states in the bidirectional
recursion, an explainable Bayesian recurrent neural smoother (EBRNS) is proposed for …
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[PDF] arxiv.org

Deep Uncertainty-aware Tracking for Maneuvering Targets

S Zhang, C Gao, Q Zhang, T Jia, H Liu - arXiv preprint arXiv:2410.14422, 2024 - arxiv.org
When tracking maneuvering targets, model-driven approaches encounter difficulties in
comprehensively delineating complex real-world scenarios and are prone to model …
相关文章 所有 2 个版本