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Alex Shipps

As seen in: MSN Canada, MIT News, Flipboard, Phys.org, Medical Xpress, New Atlas, The Code Project, EIN News, Tech Xplore, SciTechDaily and
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Articles

AI agents create virtual playgrounds to help robots get crucial training data

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By Alex Shipps, Lisa Lock, Andrew Zinin Verified
| Tech Xplore Verified
Fully automated text-to-scene generation. Credit: arXiv (2026). DOI: 10.48550/arxiv.2602.09153 Robots walking down the street, surrounded by astounded onlookers, are an increasingly common sight. But these machines aren't yet the do-it-all assistants you'd want working in a kitchen or factory, and a major bottleneck is data. Much like humans, robots learn best by experience.
Open in Who Shared View Duplicates (2) Issue with article?

AI agents create virtual playgrounds to help robots get crucial training data

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By Alex Shipps
| MIT News
Robots walking down the street, surrounded by astounded onlookers, is an increasingly common sight. But these machines aren’t yet the do-it-all assistants you’d want working in a kitchen or factory, and a major bottleneck is data. Much like humans, robots learn best by experience. The challenge is that it’s labor-intensive and time-consuming to physically teach these machines so many actions across different settings. “One natural idea is to use simulation as a training ground.
Open in Who Shared View Duplicates (8) Issue with article?

LLMs help robots understand vague instructions and focus on key details

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By Alex Shipps
| MIT News
Imagine working at a warehouse or office sometime in the near future, and you’re asked to help a new trainee learn the basics of their job. The catch: It’s a robot. To teach them, you might want to play a game of “show and tell” — that is, physically showing how to do something a few different ways, while also explaining what you’re doing. Let’s say you asked the robot to place some coffee on your desk without disturbing you during a Zoom call.
Open in Who Shared View Duplicates (4) Issue with article?
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