89 citations · 89 across the 1 of their papers we have counts for
2 papers
physics.optics2019★ 89 cited
Biomimetic Ultra-Broadband Perfect Absorbers Optimised with Reinforcement Learning
Trevon Badloe, Inki Kim, Junsuk Rho
By learning the optimal policy with a double deep Q-learning network, we design ultra-broadband, biomimetic, perfect absorbers with various materials, based the structure of a moth…
eess.IV2018
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…