No, pretty sure Bilbo was middle aged for a hobbit when he went on his adventure. Yes, he aged much more slowly after he returned, but he still aged. In LOTR it talks about how his 111th birthday is a big deal because that's quite old for Hobbits to even make it to, let alone as healthy and spry...