Although it's not specified about Windows 8.1 compatibility, I have to say that the game is running well in the operating system. You can install it, but make sure to give the installer necessary system permission. You can do this with the help of Run as Administrator. After installation, the game will start. Press Alt + Enter to make it full-screen if it starts in window mode.