Physics-informed reinforcement learning for sample-efficient optimization of freeform nanophotonic devices

Chaejin Park, Sanmun Kim, Anthony W. Jung +6

In the field of optics, precise control of light with arbitrary spatial resolution has long been a sought-after goal. Freeform nanophotonic devices are critical building blocks for…