Reinforcement-learning-based matter-wave interferometer in a shaken optical lattice

We demonstrate the design of a matter-wave interferometer to measure acceleration in one dimension with high precision. The system we base this on consists of ultracold atoms in an optical lattice potential created by interfering laser beams. Our approach uses reinforcement learning, a branch of mac...

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Bibliographic Details
Main Authors: Liang-Ying Chih, Murray Holland
Format: Article
Language:English
Published: American Physical Society 2021-09-01
Series:Physical Review Research
Online Access:http://doi.org/10.1103/PhysRevResearch.3.033279