Learned communication theorem

Friday February 2 2024.

When agents are allowed to evolve in the pursuit of goal (e.g. multi-agent reinforcement learning) then the following “theorem” seems to apply:

In situations of mixed cooperation (like inter-species communication) then some mixture of these extremes. But where is this explicitly stated and/or proved? It lies somewhere in signaling theory probably. Some papers: