Previous work that focused on the analysis of emergent languages has primarily concentrated on semantics-based analysis.
they considered whether agents transmit information about categories or objects, or instead communicate using low-level feature information (Steels, 2010;Lazaridou et al., 2017;Bouchacourt and Baroni, 2018; Mihai and Hare, 2019, i.a.).