The Delta3D Open Source Game Engine
IEEE Computer Graphics and Applications
Evolve-Ability of the Robot Platform in the Symbrion Project
SASOW '08 Proceedings of the 2008 Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops
Symbiotic robot organisms: REPLICATOR and SYMBRION projects
PerMIS '08 Proceedings of the 8th Workshop on Performance Metrics for Intelligent Systems
Distributed shortest-path finding by a micro-robot swarm
ANTS'06 Proceedings of the 5th international conference on Ant Colony Optimization and Swarm Intelligence
Simple model of spiking neurons
IEEE Transactions on Neural Networks
On-line evolution of controllers for aggregating swarm robots in changing environments
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part II
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One of the main aspects of the 'SYMBRION' and 'REPLICATOR' projects is that the robots can aggregate to form a multi-robot organism. For this reason the control mechanisms have to be able to control a single robot, a swarm of robots or an aggregated collective organism. To break down the complexity of development and to take the interaction with the environment and other robots into account, bio-inspired and evolutionary concepts are applied. In this paper we describe the underlying software architecture for the projects to enable different controller types, evolution and learning.