CEC
2008
IEEE
13 years 10 months ago
2008
IEEE
Abstract-- In this paper we investigate the effects of individual learning on an evolving population of situated agents. We work with a novel type of system where agents can decide...
CEC
2008
IEEE
13 years 10 months ago
2008
IEEE
Abstract-- This paper presents an artificial homeostatic system (AHS) devoted to the autonomous navigation of mobile robots, with emphasis on neuro-endocrine interactions. The AHS ...
CEC
2008
IEEE
13 years 10 months ago
2008
IEEE
Abstract-- We investigate the usefulness of a subtree deactivation control mechanism which is open to evolutionary learning. It is hypothesised that this representation confers an ...
CEC
2008
IEEE
13 years 10 months ago
2008
IEEE
It is often suggested that traditional models of artificial evolution, based on explicit, human-defined fitness functions, are fundamentally more restricted and less creative than ...
CEC
2008
IEEE
13 years 10 months ago
2008
IEEE
In this paper, we present Creature Academy, a virtual laboratory that allows for the evolution of form and function within simulated physical 3D environments. Creature Academy can ...
CEC
2008
IEEE
13 years 10 months ago
2008
IEEE
One of the advantages of evolutionary robotics over other approaches in embodied cognitive science would be its parallel population search. Due to the population search, it takes a...
CEC
2008
IEEE
13 years 10 months ago
2008
IEEE
This article presents results from experiments where a detector for defects in visual inspection images was learned from scratch by EANT2, a method for evolutionary reinforcement l...
CEC
2008
IEEE
13 years 10 months ago
2008
IEEE
CEC
2008
IEEE
13 years 10 months ago
2008
IEEE
We present a simple framework for dealing with search spaces consisting of permutations. To demonstrate its usefulness, we build upon it a simple (1 + 1)-evolutionary algorithm fo...
CEC
2008
IEEE
13 years 10 months ago
2008
IEEE
Abstract-- Genetic algorithms have been used to evolve several neural network architectures. In a previous effort, we introduced the evolution of three well known ART architects; F...