An application of OpenAI algorithms using a custom environment to fit a magnetic order parameter curve and find the transition temperature more efficiently. This notebook was designed to be used in Google Colab, to take advantage of higher computational capabilities. Its logging and graphing capabilities rely on a folder contained within the drives of the creators.