The Role of Search Algorithms in AI Search algorithms are essential tools in AI, helping solve complex problems, especially in single-agent games like puzzles and pathfinding. These algorithms systematically explore possibilities, seeking the most efficient path to a goal. Single-Agent Pathfinding Problems Examples of single-agent pathfinding problems include: Tile Games (3x3, 4x4, 5x5 puzzles): The player arranges tiles in a grid by moving a blank space. Travelling Salesman Problem (TSP): Finding the shortest path through a series of cities. Rubik’s Cube, Theorem Proving: Solving complex, structured problems by exploring state configurations. Core Terminology in Search Problem Space: The environment where the search happens, comprising states and operators. Problem Instance: Defined by an initial state and a goal state. Problem Space Graph: A visual of states (nodes) and possible moves (edges). Depth of Problem: The shortest path from the initial to the goal state. Space & ...
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