2013
DOI: 10.14569/ijarai.2013.021106
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Sub-goal based Robot Visual Navigation through Sensorial Space Tesselation

Abstract: Abstract-In this paper, we propose an evolutionary cognitive architecture to enable a mobile robot to cope with the task of visual navigation. Initially a graph based world representation is used to build a map, prior to navigation, through an appearance based scheme using only features associated with color information. During the next step, a genetic algorithm evolves a navigation controller that the robot uses for visual servoing, driving through a set of nodes on the topological map. Experiments in simulat… Show more

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Cited by 6 publications
(3 citation statements)
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References 27 publications
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“…Humans form mental maps in order to determine the spatial character of a game environment [22]. These maps are compact topological representations of the environment [17] which contains many unique elements defined by Lynch [12] as a network of paths, edges, districts, nodes and landmarks. Game environments should provide the player with the necessary information for them to successfully reach the end destination.…”
Section: Navigating In 3d Gamesmentioning
confidence: 99%
“…Humans form mental maps in order to determine the spatial character of a game environment [22]. These maps are compact topological representations of the environment [17] which contains many unique elements defined by Lynch [12] as a network of paths, edges, districts, nodes and landmarks. Game environments should provide the player with the necessary information for them to successfully reach the end destination.…”
Section: Navigating In 3d Gamesmentioning
confidence: 99%
“…Robots development has met tremendous developments within the last years, as it can be seen in various papers Gupta et al (2021), Lim et al (2016), Kruse et al (2013), Palamas and Ware (2013), Müller et al (2004).…”
Section: Introductionmentioning
confidence: 99%
“…Robots development has met tremendous developments within the last years, as it can be seen in various papers Gupta et al (2021), Lim et al (2016), Kruse et al (2013), Palamas and Ware (2013), Müller et al (2004).…”
Section: Introductionmentioning
confidence: 99%