\cite{kirby00syntaxWithout} describes a computation simulation of a population learning language by iteration only. This work attempts to re-create that simulation and make observations on the process of iterated learning and how it can be affected by various parameters. In particular, it asks whether and how we can distinguish between language features that are considered universal and ones that differ between languages.