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Adaptive De-escalation Trainer: Piloting a RAG-Enhanced, Emotionally Modulated AI Simulator for Police Training

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Proceedings of the Human Factors and Ergonomics Society Annual Meeting

Published online on

Abstract

Proceedings of the Human Factors and Ergonomics Society Annual Meeting, Volume 69, Issue 1, Page 171-175, September 2025.
Effective police de-escalation training requires realistic practice but is limited by the scalability and consistency of traditional methods. We present the Adaptive De-escalation Trainer, which combines a large language model with retrieval-augmented ...