Stochastic Dynamics on Persistence Diagram Space via Reinforcement Learning

Persistence diagrams (PDs) provide stable and interpretable summaries of multiscale topological structure.

Persistence diagrams (PDs) provide stable and interpretable summaries of multiscale topological structure. While substantial progress has been made in the statistical analysis of PDs, existing literature often treats diagrams as static objects and provide limited frameworks for…