Preheat oven to 400 degrees. In a large bowl, toss Brussel sprouts, apple, and walnuts with olive oil and maple syrup to coat evenly. Add in salt and pepper and continue to toss. Transfer mixture to a large baking sheet and roast for 30-35 minutes, or until Brussels sprouts are slightly browned. Remove from oven and serve warm.