Academic project for the lecture Introduction to Artificial Intelligence of the Universidad del Valle. Here the search algorithms: A*, Depth-First, Breadth-First, Uniform cost and Greedy . A robot should find the way to organize some objects in a matrix. Each of the algorithms can be employed to perform the search and performance metrics are displayed.