Nature

Optimization of broadband metamaterial absorber using twin delayed deep deterministic policy gradient reinforcement learning technique

This paper presents a new reinforcement learning (RL)-driven inverse design strategy that leverages the Twin Delayed Deep Deterministic Policy Gradient (TD3) algorithm for the efficient optimization ...
Nature

Deep deterministic policy gradient algorithm based on dung beetle optimization and priority experience replay mechanism

In recent years, with the continuous development of reinforcement learning (RL), we have seen promising results in processing continuous action RL tasks 1,2,3,4,5. In dealing with some continuous ...