Neural networks : the official journal of the International Neural Network SocietyReinforcementPsychologyNeural NetworksComputerHumans
Hierarchical reinforcement learning with kill chain-informed multi-objective optimization to enhance resilience in autonomous unmanned swarm.
Yingdong Gou, Siwen Wei, Kai Xu, Jiancheng Liu, Ke Li, Bo Li, Zaikun Han, Xin Lai, Yuqing Lin, Dingrui Xue, Kexin Wang
Published: 202610.1016/j.neunet.2025.108255
Abstract
The resilience of autonomous unmanned swarms (AUS) serves as a cornerstone for guaranteeing continuous mission execution in the face of adversarial interferences. Contemporary methodologies often suffer from limited generalization efficacy and volati…
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