Visualization of Algorithm Convergence

[namphuong-tran]

Hello,

I am working on GAIL and would like to visualize its convergence over iterations. This visualization will help in understanding the performance and stability of the algorithm. I am looking for suggestions or existing tools/libraries that can assist in creating these visualizations.

1. Are there any recommended libraries or tools for visualizing algorithm convergence?
2. Can anyone share examples or best practices for creating such visualizations?
3. Are there specific metrics or plots that are particularly useful for this purpose?

Thank you for your assistance!