Control of chaos with time-delayed feedback based on deep reinforcement learning

DOI10.1016/j.physd.2023.133767zbMath1519.34073MaRDI QIDQ6156247

Jianpeng Ding, Youming Lei

Publication date: 13 June 2023

Published in: Physica D (Search for Journal in Brave)

zbMATH Keywords

chaos controltime-delayed feedbackdeep reinforcement learningnon-invasive control

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Control problems for functional-differential equations (34K35) Chaos control for problems involving ordinary differential equations (34H10)

Cites Work

• Controlling chaos in a nonlinear pendulum using an extended time-delayed feedback control method
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• State-dependent act-and-wait time-delayed feedback control algorithm
• Prediction-based control of chaos and a dynamic Parrondo's paradox
• Controlling chaos
• Optimal chaos control through reinforcement learning
• Reinforcement learning for suppression of collective activity in oscillatory ensembles
• Control of chaotic systems by deep reinforcement learning
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