The Wumpus World was introduced by Genesereth, and is discussed in Russell-Norvig. The Wumpus World is a simple world (as is the Block World) for which to represent knowledge and to reason.
It is a cave with a number of rooms, represented as a 4x4 square.
We have implemeted this game using if-and-else,A* algorithm,probability.