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- W3100753746 abstract "Limitations in acquiring training data restrict potential applications of deep reinforcement learning (RL) methods to the training of real-world robots. Here we train an RL agent to align a Mach-Zehnder interferometer, which is an essential part of many optical experiments, based on images of interference fringes acquired by a monocular camera. The agent is trained in a simulated environment, without any hand-coded features or a priori information about the physics, and subsequently transferred to a physical interferometer. Thanks to a set of domain randomizations simulating uncertainties in physical measurements, the agent successfully aligns this interferometer without any fine tuning, achieving a performance level of a human expert." @default.
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- W3100753746 date "2020-06-01" @default.
- W3100753746 modified "2023-09-24" @default.
- W3100753746 title "Interferobot: aligning an optical interferometer by a reinforcement learning agent" @default.
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