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I was able to get this to work by not running both amcl and map_server, and running gmapping. The only parameter that I had to change (from the defaults in the navigation tutorial) were to change the global_costmap to NOT have a static map (static_map: false) and to set the rolling_window to true (rolling_window: true) in the global_costmap_params.yaml file.

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