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Introduction:

In Project Pacman 1, Pacman agent will search paths from maze to arrive at a certain destination and collect food efficiently. General search algorithms are implemented in order to fulfill different kinds of Pacman scenarios.


Main files to look at under Pacman 1 Folder:

  1. search.py: contains all the search algorithms.
  2. searchAgents.py: contains all the search-based agents.

How to compile and run code:

  1. Download entire Pacman 1 folder
  2. Open terminal and set the path to where the source code is located at
  3. Command for Seeking one certain Food Dot using DFS(Depth First Search) based on 3 mazes:

    3.1 python pacman.py -l tinyMaze -p SearchAgent
    3.2 python pacman.py -l mediumMaze -p SearchAgent
    3.3 python pacman.py -l bigMaze -z .5 -p SearchAgent

  4. Command for Seeking one certain Food Dot using BFS(Breadth First Search):

    4.1 python pacman.py -l mediumMaze -p SearchAgent -a fn=bfs
    4.2 python pacman.py -l bigMaze -p SearchAgent -a fn=bfs -z .5

  5. Command for Seeking one certain Food Dot using UCS(Uniform Cost Search):

    5.1 python pacman.py -l mediumMaze -p SearchAgent -a fn=ucs
    5.2 python pacman.py -l mediumDottedMaze -p StayEastSearchAgent
    5.3 python pacman.py -l mediumScaryMaze -p StayWestSearchAgent

  6. Command for Seeking one certain Food Dot using A* Search:

    6.1 python pacman.py -l bigMaze -z .5 -p SearchAgent -a fn=astar,heuristic=manhattanHeuristic

  7. Command for Seeking one all corners in the maze:

    7.1 python pacman.py -l tinyCorners -p SearchAgent -a fn=bfs,prob=CornersProblem
    7.2 python pacman.py -l mediumCorners -p SearchAgent -a fn=bfs,prob=CornersProblem

  8. Command for Seeking one all corners in the maze based on consistent heuristic function:

    8.1 python pacman.py -l mediumCorners -p AStarCornersAgent -z 0.5

  9. Command for eating all food dots in as few steps as possible:

    9.1 python pacman.py -l testSearch -p AStarFoodSearchAgent

  10. Command for Suboptimal Search:

    10.1 python pacman.py -l bigSearch -p ClosestDotSearchAgent -z .5

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