Reinforcement learning in risk management for pharmaceutical construction projects: frontiers, challenges, and improvement strategies

The intelligent construction of pharmaceutical facilities faces dynamic and nonlinear risks, and traditional management methods struggle to meet the high demands for real-time response and compliance. However, the existing reinforcement learning (RL) research in this field still lacks systematic app...

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Bibliographic Details

Main Authors:	Junjia, Yin, Jiawen, Liu, Alias, Aidi Hizami, Haron, Nuzul Azam, Abu Bakar, Nabilah
Format:	Article
Language:	en
Published:	Elsevier 2025
Subjects:	Sociology and Political Science Management Science and Operations Research Management of Technology and Innovation
Online Access:	http://psasir.upm.edu.my/id/eprint/124575/1/124575.pdf http://psasir.upm.edu.my/id/eprint/124575/ https://www.sciencedirect.com/science/article/pii/S2666188825010950
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