A Tutorial on Optimal Control and Reinforcement Learning methods for Quantum Technologies

by Luigi Giannelli, Sofia Sgroi, Jonathon Brown, Gheorghe Sorin Paraoanu, Mauro Paternostro, Elisabetta Paladino, and Giuseppe Falci
Physics Letters A 434, 128054 (2022)
arXiv:2112.07453

Installation

Tested with python 3.9.7.

1. Clone the repository

git clone https://www.github.com/luigiannelli/threeLS_populationTransfer
cd threeLS_populationTransfer

2. (Optionally) Create a python environment (instructions using pyenv with pyenv-virtualenv)

pyenv install 3.9.7
pyenv local 3.9.7
pyenv virtualenv threeLS
pyenv local threeLS

3. Install dependencies

pip install --upgrade pip setuptools wheel
pip install -r requirements.txt

4. Run jupyterlab and play with the notebooks in notebooks

jupyterlab