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This work presents the first step toward an innovative new navigation framework, based on growing a network of reusable paths, to allow a mobile robot to autonomously explore unmapped, GPS-denied, extreme environments. The paradigm (i) results in closer goal acquisition (through reduced localization error), (ii) allows for effective recovery from dead-ends or unproductive routes, (iii) avoids terrain-assessment...
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