Samsung Galaxy S3 Wi-Fi problems
If you're using the Sprint version of the S3, see if Sprint Connections Optimizer is turned on under Settings > More Settings > Mobile Networks. Make sure it's turned off, as it can cause Wi-Fi to be a little funky sometimes.