https://openreview.net/forum?id=mxRqCNC7rt&referrer=%5Bthe%20profile%20of%20Sean%20Hooten%5D(%2Fprofile%3Fid%3D~Sean_Hooten1)
Inverse Design of Grating Couplers Using the Policy Gradient Method from Reinforcement Learning |...
We present a proof-of-concept technique for the inverse design of electromagnetic devices motivated by the policy gradient method in reinforcement learning,...
policy gradient method
https://openreview.net/forum?id=d9j_RNHtQEo
A Policy Gradient Method for Task-Agnostic Exploration | OpenReview
We present a novel policy-search algorithm to learn a task-agnostic exploration policy in continuous domains, which allows to solve a variety of meaningful...
policy gradient methodtaskagnosticexplorationopenreview