Representation of obstacles in a neural network based classifier system

摘要

This paper describes the application of a Neural Network based classifier system to the control of a simulated organism or animat in a simple obstacle avoidance task. A mechanism for concurrent exploration and exploitation of an environment based on Kohonen Feature Maps is described and some intial results in a simulated domain presented.