ARTIFICIAL NEURAL NETWORKS - COLIN FYFE

Аннотация

This paper, we investigate training artificial neural net-works to ride simulated motorbikes in a new computer game using two different training techniques, Evolutionary Algo-rithms and the Backpropagation Algorithm. We show that the backpropagation algorithm creates a rider which is faster than that created by the evolutionary algorithm but at the price of requiring a training set created by a human playing the game. Also the evolutionary algorithm has the advan-tage that it can find solutions which no human has previ-ously found.