In this package we use a deep Q-learning reinforcement learning model to generate fine regular star triangulations of reflexive polytopes. These triangulations provide resolutions to non-terminal singularities in the ambient toric Fano variety and Calabi-Yau hypersurfaces constructed from the polytope.
One can also look for added geometric information, such as fibration structures in the Calabi-Yau hypersurfaces and holomorphic vector bundles that satisfy the anomaly cancellation and slope stability conditions in E8 heterotic string compactification.
For more information, please see the arxiv preprint - arXiv:2405.21017.
- This package uses functions from CYtools (https://cy.tools/). Please first instal this package before attempting to run scripts in this repository.