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Chaos control of a simulated 2-DOF electrostatically coupled double-beam resonator using independent deep Q-networks | Synapse
March 3, 2026
Chaos control of a simulated 2-DOF electrostatically coupled double-beam resonator using independent deep Q-networks
ML
Ming Lyu
FW
Feixuan Wei
ZZ
Zhikun Zha
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Puntos clave
Chaos control was achieved in a simulated two-degree-of-freedom resonator, demonstrating significant system stability.
The use of independent deep Q-networks allowed for effective management of chaotic dynamics in the resonator.
Simulation techniques provided insights into the behavior of the electrostatically coupled system under various conditions.
Potential applications include improved performance in electrostatic systems, enhancing their reliability and functionality.
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Lyu et al. (Wed,) studied this question.
synapsesocial.com/papers/69a75d4dc6e9836116a27196
https://doi.org/https://doi.org/10.1007/s11071-025-12035-w