Preheat the oven to 325 degrees. Place the radishes, olive oil, salt, and peppercorns on a baking sheet. Use your hands or a spoon and toss the ingredients together.
Roast for 15-20 minutes until the radishes are beginning to soften. Check the salt and serve warm or in a green salad.