Preheat oven to 400 F. In a medium bowl, combine brussels sprouts with olive oil, Italian seasoning, and minced garlic. Spread brussels sprouts into a greased baking dish.
Bake for 20-25 minutes. Top with shredded pepper jack cheese. Bake for another 5-10 minutes.