**3. Case study: Robot path tracking**

In this example, an ANN is adapted to assist a differential-wheel robot in tracking an arbitrary path. Fig. 2 illustrates the geometry of the problem. The robot kinematic model, the need for a closed loop solution, the choice of a suitable representation for the ANN's inputs and outputs as well as the initialization, training and interpretation of the weights of the obtained ANN, are discussed below.
