Last-mile delivery
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Amazon, MIT team up to add driver know-how to delivery-routing models
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Routing is one of the most studied problems in computer science. The traveling-salesman problem, or determining the most efficient route for a salesman who ...

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Last Mile Challenge’s winning team addresses problem of combining mathematical routes with driver knowledge
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Finding the optimal route between multiple destinations — the traveling salesman problem — is a challenge regularly faced by Amazon’s Last Mile team. ...

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Using learning-to-rank to precisely locate where to deliver packages
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For delivery drivers, finding the doorstep where a package should be dropped off can be surprisingly hard. House numbers can be obscured by foliage, or they ...

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The science of operations planning under uncertainty
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When Amazon announced it would purchase 100,000 custom electric delivery vehicles as part of The Climate Pledge, a team of scientists within the Amazon ...

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Amazon and MIT announce Science Hub gift project awards
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Amazon and MIT today named the four awardees from the inaugural call for research projects as part of the Science Hub.The Science Hub — which was launched ...

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The science behind grouping package deliveries
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In 2018, Rohit Malshe, an Amazon principal scientist, looked across the street from his home in Portland, Oregon, and spotted two trucks delivering Amazon ...

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Maximizing the efficiency of Amazon’s own delivery networks
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Before Amazon built its own delivery network, Amazon package deliveries were completed by partner third-party carriers, like the U.S. Postal Service or UPS. ...

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Where machine learning models meet mobility and human behavior
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On a recent ride-along with an Amazon delivery driver in New York City, Mahdieh Allahviranloo got a firsthand look at the gap between algorithm logic and ...

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Sizing down to scale up: How Amazon reworked its fulfillment network to meet customer demand
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In 2020, Amazon’s retail fulfillment network in the U.S. expanded at a rapid clip. What followed was a dramatic — and swift — operational pivot.This is the ...

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