Tips for roasting sweet potato
Are you oiling them before roasting?  Also, you mention peeling, but not cutting it up vs. roasting it whole.

I cut mine into chunks (maybe 1"/2.5cm), a toss in oil, and roast in a fairly hot oven (375 to 425F / 190 to 220C) to try to get the outside to get some browning.