2023 Conference on Lasers and Electro-Optics (CLEO)
Conference Proceeding
We present a novel method to perform universal black-box optimization of pixel-discrete nanophotonic devices based on reinforcement learning. We demonstrate the capabilities of our method for a silicon-on-insulator waveguide-mode converter with > 95% conversion efficiency.
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