don't take naps away because you want him to sleep at night. sleeping during the day is very good for their brain activity. also, lack of naps will make him over tired and will cause him to wake more often.

play with him more during the day, bathe him at night or go for a walk.

tire him out and lack of naps. once they do it once they start to get used to it more and more.