Towards artificial general intelligence based on symbol emergence in robotics

Abstract

Symbol emergence in robotics is regarded as a challenge to develop an artificial general intelligence that can adapt to real-world environment. In this talk, I will talk about the backgrounds and goals of symbol emergence in robotics and achievements in the field. I will also talk about fusion of deep learning and probabilistic generative models.