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Author

Shirali Kadyrov

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#reinforcement learning Dataset Open access Oct 2026

Code and data for "Reinforcement learning-based PID for nonlinear temperature control with delayed feedback and measurement noise"

Code, data and notebooks accompanying the manuscript "Reinforcement learning-based PID for nonlinear temperature control with delayed feedback and measurement noise" (Y. Sapazhanov, S. Kadyrov; submitted to Mathematical Models in Engineering, Extrica). The study compares six strategies for tuning PID and nonlinear PID...

Yershat Sapazhanov, Shirali Kadyrov · 0 citations
#reinforcement learning Dataset Open access Oct 2026

Code and data for "Reinforcement learning-based PID for nonlinear temperature control with delayed feedback and measurement noise"

Code, data and notebooks accompanying the manuscript "Reinforcement learning-based PID for nonlinear temperature control with delayed feedback and measurement noise" (Y. Sapazhanov, S. Kadyrov; submitted to Mathematical Models in Engineering, Extrica). The study compares six strategies for tuning PID and nonlinear PID...

Yershat Sapazhanov, Shirali Kadyrov · 0 citations

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