First, we reward the agent when it correctly guesses the answer after communication r self after = 1 y * =ŷ 1 , where 1 is an indicator function, in order to encourage it to incorporate information received from the other agent.
we consider two linguistic communities of population sizes N 1 and N 2 , which are trained independently from each other as fully-connected communities and have developed separate communication protocols.