Put the olive oil, red wine vinegar, olives, capers, bay leaves, oregano, and garlic in a large Ziploc bag. Season well with salt and pepper.
Add the chicken to the bag, and let marinade overnight. Do not skip this step.
Place the chicken and all of the marinade in a large baking dish.Top the chicken with brown sugar and wine.Bake in a 350 degree oven for 45 minutes to an hour. Baste every 15 minutes or so with the cooking liquid.
Serve the chicken over baked rice with some of the cooking liquid, olives, and capers. Garnish with lots of chopped parsley.