Hybrid Supervised and Reinforcement Learning for the Design and Optimization of Nanophotonic Structures. - Christopher Yeung; Benjamin Pham; Zihan Zhang; Katherine T. Fountaine; Aaswath P. Raman (CoRR, 2022)