Being a vagabond without a car in the US?

Does anyone do this successfully? I have always found the idea of just going out there and just trying the lifestyle to be very interesting. I do not have a car and am in middle America which makes this idea seem impossible.

Does anyone do this? I wouldn't do it full time, just for a couple months or a year because I've always wanted to do it.