A five-level AI decision pipeline with trained classifiers and a reinforcement learning policy scored 88% accuracy versus 63.34% for human responders, and reduced accuracy variance by 60.94% versus an argmax baseline, but the human comparison is confounded by the AI having trained models.
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Structured AI Decision-Making in Disaster Management
A five-level AI decision pipeline with trained classifiers and a reinforcement learning policy scored 88% accuracy versus 63.34% for human responders, and reduced accuracy variance by 60.94% versus an argmax baseline, but the human comparison is confounded by the AI having trained models.