Wumpus World Game AI

Overview

The Wumpus World Game is a Python implementation of the classic Wumpus World environment, where the agent navigates a grid-based world filled with dangers and treasures.

Features

• Grid-based environment.
• Random generation of game elements: gold, pits, and Wumpus.
• Character movement with perception of nearby dangers.
• Shooting mechanism to eliminate the Wumpus.
• Scoring system based on collected gold and actions taken.
• Graphical User Interface (GUI) using Pygame library.

Rules of the Game

1. Objective: Collect all the gold and return to the starting position without falling into pits or being eaten by the Wumpus.

2. Grid Environment: Explore a grid-based world where each cell may contain gold, pits, walls, or the Wumpus.

3. Elements:

   • Gold: Collect gold scattered throughout the grid.
   • Pits: Beware of hidden pits; falling into one results in game over.
   • Wumpus: The menacing creature can be eliminated with arrows; otherwise, moving adjacent to it results in game over.
   • Arrows: Limited arrows can be used to shoot and eliminate the Wumpus.

4. Perceptions:

   • Feel a breeze if a pit is adjacent.
   • Detect the stench of the Wumpus if it's nearby.

5. Scoring:

   • Earn points for collecting gold.
   • Bonus points for eliminating the Wumpus.
   • Point deductions for falling into pits and movements.

6. Winning and Losing:

   • Win: Collect all the gold and safely return to the starting position.
   • Lose: Fall into a pit, encounter the Wumpus without eliminating it, or run out of arrows.

Installation and Usage

1. Clone the repository to your local machine:

   https://github.com/2pa4ul2/Wumpus-World-Problem-AI.git

2. Install the required dependencies:

   pip install pygame

3. Run the game:

   python main.py

Screenshots

Start Page

Game Page