Combine olive oil, agave syrup, cinnamon, salt and pepper and stir well to combine. Transfer to a large zipper top bag. Add carrots, close and shake well to coat thoroughly.
Bake for approximately 25-35 minutes, or until desired tenderness has been reached. Start checking carrots with a fork at 25 minutes, testing to see how easily the fork pierces the carrots.