Wumpus World Game

Knowledge-base for Wumpus worldAs in the previous topic we have learned about the wumpus world and how a knowledge-based agent evolves the world. Now in this topic, we will create a knowledge base for the wumpus world, and will derive some proves for the Wumpus-world using propositional logic.The agent starts visiting from first square 1, 1, and we already know that this room is safe for the agent.

To build a knowledge base for wumpus world, we will use some rules and atomic propositions. We need symbol i, j for each location in the wumpus world, where i is for the location of rows, and j for column location. Atomic proposition variable for Wumpus world:. Let P i,j be true if there is a Pit in the room i, j. Let B i,j be true if agent perceivesbreeze in i, j, (dead or alive). Let W i,j be true if there is wumpus in the squarei, j. Let S i,j be true if agent perceives stench in the square i, j.

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Let V i,j be true if that squarei, j is visited. Let G i,j be true if there is gold (and glitter) in the square i, j. Let OK i,j be true if the room is safe.Note: For a 4. 4 square board, there will be 7.4.4= 122 propositional variables. Some Propositional Rules for the wumpus world: Note: lack of variables gives us similar rules for each cell.

The Rules of the game The goal for an agent who has ventured into the Wumpus-Environment is simple: Find as much pieces of gold as is possible without falling into a pit or being eaten by the Wumpus and leave the cave to enjoy the new-found fortune. To be able to survive in the environment an agent gets percepts from the environment. Those percepts tell an agent about its immediate.