Preheat oven to 400 degrees. Wash and remove the ends of each sprout, along with any discolored leaves. Chop larger sprouts in half to ensure even cooking. Place the sprouts into a bowl with the olive oil, salt and pepper. Spread the sprouts onto a sheet pan and place into the oven for 15-20 minutes until edges are brown and crispy.