You want to be careful though, bringing anything into the Grove. There is a TON of broken glass along the trail, and one wrong step and Fido or Fluffy could be in for a trip to the vet to get some stitches.
But as far as I know, it's allowed... I saw someone with their dog in there last week. She carried the little fluffball through most of it because of the glass though.