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Jia-Jin Li

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Open access Sep 2026

An Asymmetric Dual-Graph Actor–Critic for Scheduling Heterogeneous Directed-Energy Systems in Counter-UAV Defense

Coordinated swarms of low-cost commercial unmanned aerial vehicles (UAVs) pose a growing security threat to civil infrastructure, public events, and restricted airspace. Effective counter-UAV defense requires the real-time, cooperative scheduling of heterogeneous directed-energy systems, where high-energy lasers provid...

Jia-Jin Li, Ya-Li Yang, Sheng-Kai Yan et al. · 0 citations

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