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rl_interferometer_alignment's Introduction

Interferometer alignment

This is the code of paper: Aligning an optical interferometer with beam divergence control and continuous action space.

Paper: https://arxiv.org/pdf/2107.04457.pdf

Examples of alignment:

Requirements

The working simulation of the Mach-Zehnder interferometer could be installed from https://github.com/dmitrySorokin/interferobotProject

python=3.7.9 torch=1.6.0 gym=0.12.1 numpy=1.19.1 wandb=0.10.15

Training

The whole training process is described in TD3_training.ipynb notebook.

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