Just games - no other applications?
Anyone else on your network experiencing similar problems?
The router's logs (if available and enabled) may provide some insight
Who manages your network router? Work with that person to check the router's logs.
And you can do some checking on your computer as well via Reliability History/Manager. May be some error codes and warnings that correspond with the connection losses.