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A Batch-Constrained Safe Deep Q-Learning-Based Cloud-Edge Collaborative Framework for Dynamic Operation Optimization in Industrial Processes

Xin Qin, Hong Liu, Jie Dong 0004, Kaixiang Peng. A Batch-Constrained Safe Deep Q-Learning-Based Cloud-Edge Collaborative Framework for Dynamic Operation Optimization in Industrial Processes. IEEE Trans. Industrial Informatics, 22(1):263-274, January 2026. [doi]

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