Steam Early Access titles allow the community to get involved early and play select titles during their development. The goal of Early Access is to provide gamers with the chance to "go behind the scenes" and experience the development cycle firsthand and, more importantly, have a chance to interact with the developers by providing them feedback while the title is still being created.
The list of Early Access games can be found on the Steam site, along with a handy FAQ.