In a large resealable plastic bag, combine ingredients; add chicken. Seal bag and turn to coat; refrigerate for 2-4 hours.
Coat grill rack with cooking spray before starting the grill. Drain and discard marinade. Grill chicken, covered, over medium heat for 35-45 minutes or until a meat thermometer reads 165 degrees, turning occasionally.