Machine learning
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Pinch-grasping robot handles items with precision
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For humans, finding and fetching a bottle of ketchup from a cluttered refrigerator without toppling the milk carton is a routine task. For robots, this ...

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The surprisingly subtle challenge of automating damage detection
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With billions of customer orders flowing through Amazon’s global network of fulfillment centers (FCs) every year, it is an unfortunate but inevitable fact ...

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reMARS revisited: Amazon’s supply chain optimization
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In June 2022, Amazon re:MARS, the company’s in-person event that explores advancements and practical applications within machine learning, automation, ...

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reMARS revisited: How Amazon builds AI-enabled perception for robots
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In June 2022, Amazon re:MARS, the company’s in-person event that explores advancements and practical applications within machine learning, automation, ...

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Building systems that automatically adjust to workloads and data
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A. There are different ways to achieve the self-adjustment. With any system, you have a bunch of knobs and a bunch of design choices. If you take Redshift, ...

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Method predicts bias in face recognition models using unlabeled data
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In recent years, algorithmic bias has become a central topic of research across AI disciplines. Interest in the topic ballooned after a 2018 investigation ...

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Scarce computing resources transformed Carlos Huertas into an optimization master
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Watching Iron Man as a college student in his hometown of Tijuana, Mexico, Carlos Huertas was struck by one character in particular: J.A.R.V.I.S., the ...

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How a universal model is helping one generation of Amazon robots train the next
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A fundamental theme at Amazon is movement. Obtaining a product ordered by a customer and moving that product as quickly and efficiently as possible from its ...

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How Amazon Robotics researchers are solving a “beautiful problem”
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The rate of innovation in machine learning is simply off the chart — what is possible today was barely on the drawing board even a handful of years ago. At ...

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AmazonNext program hosts final project presentations at Virginia HQ2
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Students from the University of the District of Columbia (UDC) and the University of Maryland College Park (UMD) earlier this month presented their Alexa ...

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