Quality-Diversity Optimisation on a Physical Robot Through Dynamics-Aware and Reset-Free Learning

Simón C. Smith, Bryan Lim, Hannah Janmohamed +1

Learning algorithms, like Quality-Diversity (QD), can be used to acquire repertoires of diverse robotics skills. This learning is commonly done via computer simulation due to the l…