Thanks for using Apple Support Communities.
You can resolve many Wi-Fi issues by checking your network connection settings.
For more information on this, take a look at this article:
Apple TV (2nd and 3rd generation): Troubleshooting Wi-Fi networks and connections
Look at this part of the article.
Best of luck,