While not technically a robot, this is a good project to begin explorations. It helps participants understand some critical basic concepts about electronics: conductivity, resistance, that kind of thing. It is inexpensive, and works well with a surprisingly wide age range.  The TED Talk below the jump explains it in about 4 minutes.