Even though cultural transmission may aid the emergence of compositionality, recent results in evolutionary linguistics (Raviv et al., 2018) and deep learning<cite> (Kottur et al., 2017</cite>; Mordatch & Abbeel, 2018) show cultural transmission may not be necessary for compositionality to emerge.