A biologically inspired solution for an evolved simulated agent

  • Authors:
  • Edgar Bermudez Contreras

  • Affiliations:
  • University of Sussex, Brighton, United Kingdom

  • Venue:
  • Proceedings of the 9th annual conference on Genetic and evolutionary computation
  • Year:
  • 2007

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Abstract

Biologically inspired designs can improve the design of artificial agents. In this paper we explain and explore the role of directional light sensors from an Evolutionary Robotics perspective using a dynamical systems approach. It was found that by using directionally specific sensors in the agent, there was a simplification of the neural controller employed. This simplification helped not only with the analysis of this type of controller but also improved the behavioural performance of the agents, thereby showing a good example of the ecological balance principle.