This list is in publication order which is the recommended reading order according to Robin Hobbs website. There may be other recommendations from Robin Hobb fans so choose your own adventure!
The Realm of the Elderlings novellas and short stories are not included in this list but titles can be found here: http://www.robinhobb.com/works.htm  
There are no start or end dates so read at your own pace!