Simulation of movement of the robot through different mazes. The robot has 8 sonar with which it can see the space around it. The robot must keep a certain distance from the wall and must not hit the wall.
The simulation is performed in a Soar environment. You can see more about Soar here http://courses.csail.mit.edu/6.01/spring07/soar-manual/