If you want to add some extra culture to your escape, put Samudrika Marine Museum on your travel itinerary. See if guided tours are available or just look around at your own speed.
When you've finished up at this Port Blair museum, why not check out Cellular Jail, Corbyn's Cove, and Rajiv Gandhi Water Sports Complex? They're not very far from Samudrika Marine Museum and also popular with tourists.