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Zhen Zhang

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Open access Aug 2026

Risk-Aware Task Allocation for LEO Satellite Constellations Using Deep Reinforcement Learning, Fuzzy Inference, and K-Means Clustering

The explosive expansion of Low Earth Orbit (LEO) satellite mega-constellations presents critical challenges in operational risk management, real-time task allocation, and dynamic resource management due to their inherent time-varying topology and systemic uncertainties. To overcome the limitations of traditional optimi...

Zhen Zhang, Xing Hu · 0 citations

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