US US12406588B1
A technique for mitigating nuisance to a neighborhood from operations of an UAV delivery service includes: calculating nuisance contributions to the neighborhood for each of a plurality of UAV flights over the neighborhood; aggregating the nuisance contributions for each of the UAV flights into a nuisance heat map stored in a nuisance exposure database; receiving, at a machine learning (ML) model, a flight routing request to fly a new delivery mission over the neighborhood; and generating a new flight path for the new delivery mission with the ML model in response to receiving the flight routing request. The ML model is trained to receive the nuisance heat map and the flight routing request as inputs and output the new flight path that optimizes a total nuisance contribution that the new delivery mission will contribute to the neighborhood.
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