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ICARL Seminar Series - 2022 Spring Towards Multi-agent Emergent Communication as a Building Block of Human-centric AI Seminar by Angeliki Lazaridou Abstract: The ability to cooperate through language is a defining feature of humans. As the perceptual, motory and planning capabilities of deep artificial networks increase, researchers are studying whether they can also develop a shared language to interact. In this talk, I will highlight recent advances in this field but also common headaches (or perhaps limitations) with respect to experimental setup and evaluation of emergent communication. Towards making multi-agent communication a building block of human-centric AI, and by drawing from my own recent work, I will discuss approaches on making emergent communication relevant for human-agent communication in natural language. —————————————————— Links Angeliki Lazaridou Personal Site: angelikilazaridou.github.io/ Twitter: twitter.com/aggielaz ICARL Site: icarl.doc.ic.ac.uk Twitter: twitter.com/ic_arl YouTube: / icarlseminars —————————————————— Intro and Outro music courtesy of Bensound.com - Funky Suspense by Benjamin Tissot