Type of oil doesn’t matter too much, as long as you’re not just using straight up butter. Something with a higher smoke point like canola oil, corn oil, or grape seed oil will do the trick. Even when you get a bit too much char, toss in a little water to deglaze the pan and it will add to the caramel color you’re looking for. Don’t forget to cook the water out of the mushrooms too!