Abstract: This paper presents the dynamic hierarchical attention graph neural network (DHA-GNN), an innovative framework designed for real-time task allocation in UAV swarms navigating complex, ...
Abstract: Distributed task allocation in UAV swarms is highly sensitive to communication overhead and frequent transmissions. Integrating reinforcement learning with task allocation shows great ...
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