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I pretty much agree with dornhedge that /map shouldn't be changing too much.

Another, pretty ad-hoc solution would be to remember the local environment when a position is tagged and then to do some kind of nearest neighbor search in your updated map, with a (possibly gaussian) prior over the odometry estimate for Ben's desk.

But that may be too much hassle and/or computation to implement/run.