2011 · 102 citations · 10 references
EngineeringComputer SciencePsychologyRoboticsSwarm RoboticsUnderwater RoboticsAutonomous Underwater VehiclesCollective Decision-makingCollective IntelligenceEmergent BehaviorHeterogeneous Robot SwarmsMulti-agent SystemsBio-inspired Robot MorphologyBio-inspired Swarm AlgorithmsCollective Response MechanismsLocal Data ProcessingSwarm Decision-makingSwarm Robot ArchitecturesSwarm Robot DesignSwarm Robot Platforms
The EU-funded CoCoRo project studies heterogeneous swarms of AUVs used for the purposes of under water monitoring and search. The CoCoRo underwater swarm system will combine bio-inspired motion principles with biologically-derived collective cognition mechanisms to provide a novel robotic system that is scalable, reliable and flexible with respect its behavioural potential. We will investigate and develop swarm-level emergent self-awareness, taking biological inspiration from fish, honeybees, the immune system and neurons. Low-level, local information processing will give rise to collective-level memory and cognition. CoCoRo will develop a novel bio-inspired operating system whose default behaviour will be to provide AUV shoaling functionality and the maintenance of swarm coherence. Collective discrimination of environmental properties will be processed on an individual-or on a collective-level given the cognitive capabilities of the AUVs. We will investigate collective self-recognition through experiments inspired by ethology and psychology, allowing for the quantification of collective cognition.
10
Tending Adam's Garden: evolving the cognitive immune self
Choice Reviews Online · 2001 · 355 citations
Swarms, Phase Transitions, and Collective Intelligence
Mark M. Millonas · ArXiv.org · 1993 · 273 citations · Full text