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» Evolved Neurodynamics for Robot Control
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SCAI
2001
15 years 3 months ago
A Step Towards Incremental On-Board Evolutionary Robotics
We apply evolutionary algorithm (EA) to the design of controller for adaptive robots. EAs can be successful for more complicated tasks, where traditional engineering methods strugg...
Pavel Petrovic
GECCO
2000
Springer
142views Optimization» more  GECCO 2000»
15 years 5 months ago
Controlling Effective Introns for Multi-Agent Learning by Genetic Programming
This paper presents the emergence of the cooperative behavior for multiple agents by means of Genetic Programming (GP). For the purpose of evolving the effective cooperative behav...
Hitoshi Iba, Makoto Terao
ECAL
2007
Springer
15 years 8 months ago
Simulations of Simulations in Evolutionary Robotics
Abstract. In recent years simulation tools for agent-environment interactions have included increasingly complex and physically realistic conditions. These simulations pose challen...
Edgar Bermudez Contreras, Anil K. Seth
CIG
2005
IEEE
15 years 7 months ago
Forcing Neurocontrollers to Exploit Sensory Symmetry Through Hard-wired Modularity in the Game of Cellz
Several attempts have been made in the past to construct encoding schemes that allow modularity to emerge in evolving systems, but success is limited. We believe that in order to c...
Julian Togelius, Simon M. Lucas
ANTSW
2004
Springer
15 years 5 months ago
Cooperative Transport of Objects of Different Shapes and Sizes
This paper addresses the design of control policies for groups of up to 16 simple autonomous mobile robots (called s-bots) for the cooperative transport of heavy objects of differe...
Roderich Groß, Marco Dorigo