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Inverse Design of Grating Couplers Using the Policy Gradient Method from Reinforcement Learning.
Sean Hooten
Thomas Van Vaerenbergh
Raymond G. Beausoleil
Published in:
CoRR (2021)
Keyphrases
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gradient method
reinforcement learning
optimal policy
policy gradient
function approximation
actor critic
genetic algorithm
image segmentation
support vector machine
natural language processing
signal processing
image classification
negative matrix factorization