Семинар НУЛ Моделей и методов вычислительной прагматики // Emergence of language in games (Екатерина Артемова, НУЛ ММВП)

This talk will provide an overview of recent works in emergent communications. It is assumed that artificial agents are capable of developing language through playing various co-operative games. In this type of games agents need  to collaborate to perform some task, such as to guess an object or a word or to find a path. If a game starts from a tabula rasa setup, agents need to communicate and thus develop their own language. We will discuss several recent papers which model different types of games and communications as well as investigate the inner representations of the agents.