The following is from this Apple document: iCloud: Photo Stream FAQ
Yes. Friends and family with an iCloud account and a compatible device can leave comments and "like" photos from your shared photo stream. You will be notified automatically when they do, and they will be notified if anyone comments back. Learn more about shared photo stream comments.