5/16(목) [KAIST Bio-IT Healthcare Initiative III] Google DeepMind's Neuroscience-inspired AI 세미나 시리즈로 Google DeepMind의 Dr. Joel Leibo를 모시고 Inspiring Talk를 개최하였습니다.
Title: Autocurricula and the Emergence of Innovation from Social Interaction
Abstract : Evolution has produced a multi-scale mosaic of interacting adaptive units. Innovations arise when perturbations push parts of the system away from stable equilibria into new regimes where previously well-adapted solutions no longer work. In this talk, we will explore the hypothesis that multi-agent systems sometimes display intrinsic dynamics arising from competition and cooperation that provide a naturally emergent curriculum, which we term an autocurriculum. The solution of one social task often begets new social tasks, continually generating novel challenges, and thereby promoting innovation. Under certain conditions these challenges may become increasingly complex over time, demanding that agents accumulate ever more innovations