We study the problem of visual navigation in new environments. Humans can easily navigate in an arbitrary environment with crude floor plan and perfect local collision-free navigation. We try to mimic the human navigation in a principled way by integrating high-level planning in the crude global map, i.e. the floor plan and low-level neural-network motion controller.
National University of Singapore
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