Suchergebnisse - "twin-delay deep deterministic policy gradient algorithm"

A theoretical demonstration for reinforcement learning of PI control dynamics for optimal speed control of DC motors by using Twin Delay Deep Deterministic Policy Gradient Algorithm von Tufenkci, Sevilay, Baykant Alagoz, Baris, Kavuran, Gurkan, Yeroglu, Celaleddin, Herencsar, Norbert, Mahata, Shibendu

“… •The paper benefits from Reinforcement Learning in industrial control applications.•TD3 policy gradient is implemented to learn optimal PI controller …”
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Decentralized Voltage and Var Control of Active Distribution Network Based on Parameter-Sharing Deep Reinforcement Learning von Zhang, Binqiao, He, Changlin

“… By allowing agents to share parts of their neural network, the proposed Parameter Sharing - twin-delay deep deterministic policy gradient algorithm improves the stability and efficiency of voltage regulation …”
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Coordinated control of wind turbine and hybrid energy storage system based on multi-agent deep reinforcement learning for wind power smoothing von Wang, Xin, Zhou, Jianshu, Qin, Bin, Guo, Lingzhong

“… Due to the inherent fluctuation, wind power integration into the large-scale grid brings instability and other safety risks. In this study by using a …”
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