In this talk I will give an overview on the theory of self-similar groups. These groups act by automorphisms on a rooted tree, or, equivalently, are generated by (finite) automata. Self-similar groups have been used to find examples of groups with special and exotic properties. Moreover they have many connections with graph theory and complex dynamics. I will also present a list of open problems.