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Once Is Enough: Helping Robots Learn Quickly In New Environments

Once Is Enough: Helping Robots Learn Quickly In New Environments
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Sumedha Sontakke , Jesse Zhang , Karl Pertsch , Sebastienmr Arnold , Laurent Itti , Interactive Robot Autonomy Lab Lira , Stanford University , Google Research , Assistant Professor , Thomas Lord Department , Computer Science , Interactive Robot Autonomy Lab , Lira Lab , One Demonstration , Learn Robot Policies , Neural Information Processing Systems ,

Copy and paste: New AI tool helps computers i

<p>A team of researchers at USC Viterbi&rsquo;s Thomas Lord Department of Computer Science has developed a new technique to copy virtual 3D objects and paste them into real indoor scenes. This creates an overall natural and realistic image in terms of spatial relationships, object orientations and lighting.&nbsp; The technique &ndash; called 3D Copy-Paste &ndash; can teach computers how to recognize the virtual 3D object in a multitude of different settings without having to rely on the tedious and expensive process of having a human feed the computer with reams of data.&nbsp;</p>

<p>The tool could have &ldquo;profound&rdquo; implications for both the computer graphics and computer vision fields, according to the researchers.&nbsp;Take, for example, autonomous driving technology.&nbsp;</p>

<p>An image of a cow is most associated with pastures and other bucolic settings.&nbsp;If you want to teach an AI i ....

United States , Laurent Itti , Xinyu Huang , Yuliang Guo , Jiajun Wu , Cheng Zhao , Hong Xing Koven Yu , Liu Ren , Bosch Research North America , Viterbi Thomas Lord Department Of Computer Science , Stanford University , Thomas Lord Department , Computer Science , Physically Plausible Object Insertion , Neural Information Processing Systems , New Orleans , Assistant Professor ,

Teaching robots to teach other robots &#x2013; Gadget

Teaching robots to teach other robots – Gadget
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Laurent Itti , Defense Advanced Research Projects Agency , Transactions On Machine Learning Research , Machine Learning Research , Professor Laurent Itti , Shared Knowledge Lifelong Learning , Lifelong Learning ,