Deep reinforcement learning for optical systems: A case study of mode-locked lasers

Chang Sun, Eurika Kaiser, Steven L. Brunton +1

We demonstrate that deep reinforcement learning (deep RL) provides a highly effective strategy for the control and self-tuning of optical systems. Deep RL integrates the two leadin…