Monte-Carlo Tree Search for General Game Playing

We present a game engine for general game playing based on UCT, a combination of Monte-Carlo and tree search. The resulting pro ram is named ARY. Despite the modest number of random games played by A RY before choosing a move, it scored quite well in the qualifying phase of the annual general game playing tournament hosted by AAAI.