Abstract: A novel multi-objective antenna optimization method based on the surrogate model-assisted deep reinforcement learning (SADRL) is proposed. The method is divided into three stages: coarse ...

Abstract: Traditional electromagnetic (EM) design optimization often relies on high-fidelity simulations and external optimization algorithms, resulting in excessive runtime and substantial memory ...

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