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G. Samigulina

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#reinforcement learning Open access Sep 2026

Monte Carlo-driven reinforcement learning for smart manufacturing systems

Developing a smart control system capable of accounting for the dynamics of industrial equipment state changes and promptly detecting features of developing failures is currently a pressing issue. The goal of this study is to develop an intelligent technology for industrial equipment state diagnostics based on a modifi...

G. Samigulina, Z. Samigulina, B. Dyussenkulova et al. · 0 citations

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