Preheat oven to 425 degrees F. Line baking sheet with parchment paper.
In a bowl, mix together brussels sprouts, oil, vinegar, maple syrup, salt, and pepper.
Place brussels sprouts on baking sheet, cut side down, in a single layer.
Roast for 25 to 30 minutes, until golden brown and tender.