How do I play a custom game on hedgewars against an AI

Go to the main menu. Click on the Option icon (looks like wrench). Add team and set it to be computer controlled. (over the graves chooser). Save everything and go to the main menu, select local play and then Multiplayer (the one with explosion on the image). now choose the teams and play :)