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Pinle Qin

1 paper indexed

crossrefElectronics2026-02-19Cited by 1

Adaptive Lighting and Thermal Comfort Control Strategies in Digital Twin Classroom via Deep Reinforcement Learning

Xuegang Wu, Pinle Qin

With the advancement of smart education and carbon neutrality goals, optimizing Indoor Environmental Quality (IEQ) while minimizing energy consumption is critical. Traditional PID or rule-based strategies struggle with the strong non-linearity and time delays of photothermal coup…

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