Abstract: To address the problems of particle degradation, localization failure, and sensor noise in mobile robot localization algorithms, robust Monte Carlo localization (RMCL) is proposed in this ...

Abstract: Cognition of classification concepts empowers robots to enhance their planning and task execution capabilities. By incorporating classification cognition of the environment and tasks, robots ...

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