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| 1 | +Package/Script Name: AI-based AI Maze Solver |
| 2 | + |
| 3 | +Short Description: AI-based AI Maze Solver is a Python script that implements an AI algorithm to solve a maze automatically. The AI uses the A* (A-Star) search algorithm with a heuristic function to efficiently navigate through the maze and find the shortest path to the goal. |
| 4 | + |
| 5 | +Functionalities/Script: |
| 6 | + |
| 7 | +MazeSolver class: Represents the AI-based maze solver. |
| 8 | +A* algorithm: Implements the A* search algorithm with a heuristic function to find the shortest path. |
| 9 | +Heuristic function: Calculates the estimated cost (heuristic) from a cell to the goal to guide the A* search. |
| 10 | +Setup Instructions: |
| 11 | + |
| 12 | +Make sure you have Python installed on your system (Python 3.6 or higher). |
| 13 | +Download the AI_maze_solver.py file from the repository or package. |
| 14 | +Explanation of Script: |
| 15 | +The AI-based AI Maze Solver script enables you to solve mazes automatically using the A* search algorithm. The A* algorithm combines the cost to reach a cell (path cost) with an estimated cost to the goal (heuristic) to efficiently explore the maze and find the shortest path. |
| 16 | + |
| 17 | +Usage: |
| 18 | + |
| 19 | +Create a maze representation as a 2D array, where 0 represents empty cells, 1 represents obstacles/walls, and 2 represents the starting position. For example: |
| 20 | +python |
| 21 | +Copy code |
| 22 | +maze = [ |
| 23 | + [1, 1, 0, 0, 0], |
| 24 | + [0, 1, 1, 0, 1], |
| 25 | + [0, 0, 0, 0, 1], |
| 26 | + [1, 1, 0, 1, 0], |
| 27 | + [2, 0, 0, 1, 1], |
| 28 | +] |
| 29 | +Initialize the MazeSolver class with the maze. |
| 30 | +python |
| 31 | +Copy code |
| 32 | +from AI_maze_solver import MazeSolver |
| 33 | + |
| 34 | +maze_solver = MazeSolver(maze) |
| 35 | +Use the find_path() method to get the shortest path from the starting position to the goal. |
| 36 | +python |
| 37 | +Copy code |
| 38 | +path = maze_solver.find_path() |
| 39 | +print("Shortest Path:", path) |
| 40 | +Output: |
| 41 | +The AI-based AI Maze Solver script will output the shortest path from the starting position to the goal in the maze. |
| 42 | + |
| 43 | +Author: |
| 44 | +Shikhar9425 |
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