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I finally got it to work. While defining the obstacle_layer, my min and max obstacle height parameters were set between 0.25 and 0.35. Apparently the map walls in STDR are defined to be higher or lower than that. Setting the range between 0 and 2 was enough to fix the problem and my local costmap is working fine.