The Trsteno Arboretum Botanic Garden (the gardens of the Red Keep in Game of Thrones) is located just 20 kilometres away from the city of Dubrovnik.
You can visit these gardens with this guided tour that also includes a walking tour along the city of Dubrovnik and its emblematic walls.