Modeling of Searching Agent Behavior by Means of Neural Gas

The current work describes the results of modeling of the behavior of the autonomous agent. The control system of the agent is based on a growing neuron gas. Computer simulations characterize the exploration behavior of the agent in one-dimensional and two-dimensional mazes.