Continuous learning route map for robot navigation using a growing-on-demand self-organizing neural network

This article proposes an experience-based route map continuous learning method and applies it into robot planning and navigation. First of all, the framework for robot route map learning and navigation is designed, which incorporates the four cyclic processes of planning, motion, perception, and ext...

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Bibliographic Details
Main Authors: Chaoliang Zhong, Shirong Liu, Qiang Lu, Botao Zhang
Format: Article
Language:English
Published: SAGE Publishing 2017-11-01
Series:International Journal of Advanced Robotic Systems
Online Access:https://doi.org/10.1177/1729881417743612