Google Play Games Beta not opening on Android devices can be caused by internet connection issues, app cache and data problems, outdated software, or problems with the Google account linked to the device. To fix the issue, users can check their internet connection, clear the app's cache, update their software, remove and re-add their Google account, or reinstall the app.