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Cooperative Multi-Robot Map-building based on Genetic Algorithms

Jie Zhao, Jian Jiang, Xizhe Zang

发表年份
2006
引用次数
9

摘要

The paper surveys two research fields of cooperative multi-robot map-building .One field is exploring region distribute method and another field is robot exploring navigation strategy. A cooperative multi-robot map-building approach based on Hilbert curve exploring method and cooperative multi-robot sub-region selected method based on genetic algorithms is presented Simulation experiments show that the approach not only can reduce the probability of repeatedly explore the same region but also can make the region selected for every robot is a optimized region for them.

关键词

RobotField (mathematics)Computer scienceGenetic algorithmArtificial intelligenceMobile robotAlgorithmRobot kinematicsComputer visionMachine learning

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