Analyzing Operator States and the Impact of AI-Enhanced Decision Support in Control Rooms: A Human-in-the-Loop Specialized Reinforcement Learning Framework for Intervention Strategies

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Authors: Ammar N. Abbas, Chidera W. Amazu, Joseph Mietkiewicz, Houda Briwa, Andres Alonso Perez, Gabriele Baldissone, Micaela Demichela, Georgios C. Chasparis, John D. Kelleher, Maria Chiara Leva

Journal title: International Journal of Human–Computer Interaction

Journal number: 41

Journal publisher: Lawrence Erlbaum Associates Inc.

Published year: 2025

Published pages: 7218-7252

DOI identifier: 10.1080/10447318.2024.2391605

ISSN: 1044-7318