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An algorithm NAVIGATOR for robot path planning in a 2D world with polygonal obstacles is presented. The method employs A* search in a subset of the visibility graph of obstacle vertices. A procedure is given for finding this subset of the visibility graph without computing line intersections. The NAVIGATOR module is part of a complete hierarchical system for control and world representation for a robot which operates in an unkown and unstructured environment.