I am guessing that you ask him to stay in his bed?

What you have done sounds very similar to what I had to do with my DS and he started sleeping on his own at around 22 months. MY DS's bed is quite high off the ground though so I think he was too freaked out to try and get out of it!

Sorry I don't really know what else you can do, except maybe rewards for staying in his bed?