The FPGA2I shield (AI) implements a recurrent neural network (RNN) that recognizes and reproduces sequentially arranged patterns. It learns the relationship between the line sensor information (input) of Zumo Robot and the difference between the left and right speeds of caterpillar (output) as teacher data.