A* algorithm, as a path planning algorithm for a mobile robot,was successfully implemented and tested. However, these results were not entirely satisfactory and good. The computational time was very large. For the map containing 60,000 cells, the computation on average computer lasted over one hour. This is quite discouraging for the application of this algorithm to the robot. Therefore, further investigation was conducted to the possibilities of modification of the A* algorithm.