Zombie.js is another choice if you want browser-like behaviour. It "maintains state across requests: history, cookies, HTML5 local and session stroage, etc.". More info on zombie's cookie api: http://zombie.labnotes.org/API
There is also PhantomJS and PhantomJS-based frameworks, like CasperJS.