sofips/QM_deep_rl

Implementation of the algorithm developed in the work of Zhang et. al (https://doi.org/10.1103/PhysRevA.97.052333). The following code uses Deep Reinforcement Learning to obtain an optimal sequence of magnetic fields that should be applied to the extremes of a spin chain in order to achieve a perfect transmission.

Python