Yes. Works quite well and can handle quite a bit of load. Some native support within Route 53 helps make setting it up easy.
http://docs.aws.amazon.com/AmazonS3/latest/dev/WebsiteHostin...
http://docs.aws.amazon.com/AmazonS3/latest/user-guide/static...