Compares the shortest path for a 2D maze search with AStar Algorithm vs. Reinforcement Learing

Takes the size of the maze and number of obstacles as command line arguments

Running in the scritpt from command line: pytthon maze_solver grid_size num_ostacles

As an example, for a 20x20 grid with 30 obstacles, run python maze_solver 20 30