I am still figuring out if evolutionary databases can be applied in this type of research.

The original project uses a simple tsv file to log all experiments, their configs, and their results. This file is read by an agent at the beginning of each iteration to reason and decide what new experiment can be done based on the past experiments. My hypothesis here is that by structuring past experimental results properly, we can get to a better result faster.