Place a 'Immovable' ground under the green one. Set it invisible if you dont like to see it.
Only the ground = 'Immovable'. Do not set gravity on zero.
To move them you should stay in the 'Physcis' world. Means, applying forces.
Got to follow some physics tutorials.