The goal of the study was to teach artificial intelligence how to play different games by watching gameplay. The researchers used a method called Inductive Logic Programming to try and learn the game rules from observing the games being played. They found that using intelligent gameplay instead of random gameplay helped improve the accuracy of the learned game rules. However, the best approach varied depending on the specific game being learned.