Game algorithms play an important role of artificial intelligence, we try to find human intelligence by making computer play games more wisely. Researches of game algorithms from earlier two-player games and perfect information games extend to multi-player games and imperfect information games. There are many kinds of game algorithms. In this thesis, we apply some of these algorithms to the pokergame Bigtwo. We also analyze the various algorithms.