DocumentCode :
3415667
Title :
Toward realization of collective intelligence and emergent robotics
Author :
Kurabayashi, Daisuke
Author_Institution :
RIKEN, Inst. of Phys. & Chem. Res., Saitama, Japan
Volume :
4
fYear :
1999
fDate :
1999
Firstpage :
748
Abstract :
Describes a survey of studies on collective intelligence of autonomous robotic agents, especially emergent functionality in a swarm. We have many tasks that we want to leave to autonomous robot systems for example, maintenance of nuclear power pants, rescue in disasters, management of mountainous forest, house keeping, etc. However, there are few robot systems which execute those tasks although factories have already many robots for production. The key is adaptability, robustness and autonomy. Motion planning algorithms still have power but require exact models of environments and robots. We have researched collective intelligence and emergence of cooperation by a swarm of autonomous robots. Although collective robot systems have potential power it can not be handled by traditional motion planning. By the analysis of behavior and development of instruments, we are trying to realize methods to handle collective intelligence and to utilize emergent functionality of robotic systems
Keywords :
adaptive systems; mobile robots; multi-agent systems; multi-robot systems; path planning; adaptability; autonomous robotic agents; autonomy; collective intelligence; collective robot systems; emergent functionality; emergent robotics; motion planning algorithms; robustness; swarm; Disaster management; Energy management; Intelligent agent; Intelligent robots; Motion planning; Power system management; Power system planning; Production facilities; Production systems; Robustness;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on
Conference_Location :
Tokyo
ISSN :
1062-922X
Print_ISBN :
0-7803-5731-0
Type :
conf
DOI :
10.1109/ICSMC.1999.812498
Filename :
812498
Link To Document :
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