Artificial intelligence is one of the most active research fields in recent years. Computer game is an important branch of artificial intelligence research. Most artificial intelligence uses chess games (such as chess, go, and gomoku) as examples to study computer game law, such as Google. AlphaGo is the choice to use Go. This design produced an FPGA-based Bluetooth pen remote control machine game Backgammon game.