Robin Andersson shared with us the link to his Instructable to create a robot controlled by (gloved) hand gestures and running on a couple of Arduino Unos and Xbee.

You can make it yourself following the 8 steps of the tutorial and then customize the gestures as you like.

Enjoy the video below: