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Machine Learning Applications

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HRL Enhances Fleet-Level PHM Decision Optimization

Smart Commander, a Hierarchical Reinforcement Learning (HRL) framework, addresses the "curse of dimensionality" and sparse feedback in military aviation Prognostics and Health Management (PHM). It optimizes maintenance and logistics decisions by decomposing complex control problems into strategic fl