Watch an AI robot program itself to, er, pick things up and push them around

Why can't robots just learn to do things without being told?

Vid Robots normally need to be programmed in order to get them to perform a particular task, but they can be coaxed into writing the instructions themselves with the help of machine learning, according to research published in Science."