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Mapping Using Weak Information

Authors: [tex2html_wrap4178]G. Dudek, E. Milios, M. Jenkin (York U.), D. Wilkes (U. of Toronto)

Investigator username: dudek

Category: perception

Subcategory: active perception

Autonomous navigation using sensory information often depends on a usable map of the environment. This work deals with the automatic creation of such a map by one or more autonomous agents and the minimal requirements such a map must satisfy in order to be useful. One aspect of this work is the analysis of how uncertainty either in the map or in sensing devices relates to the reliability and cost of navigation and path planning. Another aspect is the development of sensing strategies and behaviours that facilitate reliable self-location and map construction.