The wiki page: http://www.ros.org/wiki/base_local_planner does not list the units for the scoring parameters. I'm assuming: ~/path_distance_bias (double, default: 0.6) - meters ~/goal_distance_bias (double, default: 0.8) - meters ~/occdist_scale (double, default: 0.01) - Map obstacle cost (0-254?) If this is the case, the default gains would yield roughly values all around 2 or 3, which would explain the very small value on obstacle cost.