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We propose an action-decision method for autonomous mobile robots, in which a robot constructs a logical representation of a map of its surrounding environment from its perception and uses that map to determine a plan to logically reach its destination. We conducted an experiment in which a robot had a sub-goal to reach halfway to its destination and attempt to recognize that it has reached that sub-goal...
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