ex) The goal of this project is to develop efficient, safe, and socially friendly machine learning so that autonomous robots can coexist with people in various environments. In this project, we develop socially friendly robot learning technology that enables efficient reinforcement learning with fewer data and ensures safety. The developed technology will be applied to autonomous robots for verification and further refinement.