Photonic Device Designs Assisted by Reinforcement Learning
Zi Wang, Junyeob Song, Okan Koksal, Lu Chen, Amit Kumar Agrawal, Wenqi Zhu · 2024
We use reinforcement learning algorithms to design a variety of photonic devices that can be used for miniaturized atomic systems. Such algorithms generate high efficiency photonic devices without the requirement of a training dataset.