Research on Evolutionary Robot Behavior Using Developmental Network

Abstract

This paper propose an evolutionary robot behavior algorithm which is based on developmental network.The new algorithm use nature selection to evolve neural network and can autonomously avoid obstacles,move,reproduce and attack.A simulation environment is developed to test the new algorithm.The experimental results demonstrate that the developed system is well suited to long term incremental evolution and original behaviors evolution.