Finding the best design parameters for optical nanostructures using reinforcement learning

Iman Sajedian, Trevon Badloe, Junsuk Rho

Recently, a novel machine learning model has emerged in the field of reinforcement learning known as deep Q-learning. This model is capable of finding the best possible solution in…