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