Evolving morion-tracking behaviour for a panning camera head
Proceedings of the fifth international conference on simulation of adaptive behavior on From animals to animats 5
Competitive co-evolutionary robotics: from theory to practice
Proceedings of the fifth international conference on simulation of adaptive behavior on From animals to animats 5
Artificial Intelligence - Special issue on Robocop: the first step
Evolutionary Robotics: The Biology,Intelligence,and Technology
Evolutionary Robotics: The Biology,Intelligence,and Technology
Evolving collective behavior in an artificial ecology
Artificial Life
Spiking Neuron Models: An Introduction
Spiking Neuron Models: An Introduction
Self-Organization in Biological Systems
Self-Organization in Biological Systems
Proceedings of the First European Workshop on Evolutionary Robotics
Proceedings of the First European Workshop on Evolutionary Robotics
Evolutionary Robotics: A Survey of Applications and Problems
Proceedings of the First European Workshop on Evolutionary Robotics
Blurred Vision: Simulation-Reality Transfer of a Visually Guided Robot
Proceedings of the First European Workshop on Evolutionary Robotics
Evolving mobile robots able to display collective behaviors
Artificial Life
Evolution of Signaling in a Multi-Robot System: Categorization and Communication
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Strengths and synergies of evolved and designed controllers: A study within collective robotics
Artificial Intelligence
Genetic team composition and level of selection in the evolution of cooperation
IEEE Transactions on Evolutionary Computation
Evolution of collective behavior in a team of physically linked robots
EvoWorkshops'03 Proceedings of the 2003 international conference on Applications of evolutionary computing
Evolution of altruistic robots
WCCI'08 Proceedings of the 2008 IEEE world conference on Computational intelligence: research frontiers
Multi-agent role allocation: issues, approaches, and multiple perspectives
Autonomous Agents and Multi-Agent Systems
Behaviour patterns evolution on individual and group level
CIMMACS'07 Proceedings of the 6th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
ECAL'05 Proceedings of the 8th European conference on Advances in Artificial Life
Real-time evolutionary learning of cooperative predator-prey strategies
ACSC '12 Proceedings of the Thirty-fifth Australasian Computer Science Conference - Volume 122
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We report on recent work in which we employed artificial evolution to design neural network controllers for small, homogeneous teams of mobile autonomous robots. The robots are evolved to perform a formation movement task from random starting positions, equipped only with infrared sensors. The dual constraints of homogeneity and minimal sensors make this a non-trivial task. We describe the behaviour of a successful evolved team in which robots adopt and maintain functionally distinct roles in order to achieve the task. We believe this to be the first example of the use of artificial evolution to design coordinated, cooperative behaviour for real robots.