Neuroevolution: Problems, algorithms, and experiments

Abstract

The article describes the problematic issues of neuroevolution, i.e. a promising approach for solving complex problems of machine learning, neural networks, adaptive management and multi-agent systems, evolutionary robotics, gaming strategies, and computer art. The authors have suggested neuro evolutional algorithm and presented experiment results on a standard task: the balancing trolley with two flagpoles of different lengths.