Preheat a cast iron grill pan (or charcoal / gas grill) on medium high heat.When the pan or grill is piping hot, brush the peaches with olive oil and place them flesh side down on the grill. Grill for 5 - 8 minutes, rotating if needed, until the peaches are softened but not mushy.