T.H.
Don't feel awkward...GO! It sounds like they are trying to reach out to you and get to know you better. Go out for a drink or two and if you still feel weird then head home and say you want to caplitalize on the little alone time you get! I don't think it's odd, I think it's nice! Have fun!