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By eliminating feedback, researchers at Princeton have found a reinforcement learning approach that encourages AI agents to explore. Using this strategy, the robots found various ways to complete the assigned tasks. Video courtesy of the researchers Without feedback, AI systems learn to explore
Researchers at Princeton found an unexpected approach: They give AI agents — in this case, simulated robots — a single difficult task and no guided feedback at all. The robots not only completed the tasks but did so more quickly than robots given feedback and instruction. The approach is so counterintuitive that researchers Ben Eysenbach…
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Photo by Frank Wojciechowski Jesse Jenkins named as top 100 climate leader, receiving a second TIME accolade
Jesse Jenkins of Princeton Engineering was named to the TIME100 Climate list for his role in evaluating and shaping the transition to clean energy in the United States.
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Episode 2: Why Online Media Platforms Get You Hooked
This is the second half of our conversation with Arvind Narayanan, associate professor of computer science here at the Princeton University School of Engineering and Applied Science
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How secure is the internet from attacks?
Jennifer Rexford, chair of the Princeton University Computer Science Department, visits the podcast to discuss what kind of vulnerabilities exist in the Internet that allow hackers to exploit its weaknesses.
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Arvind Narayanan and Sayash Kapoor ‘AI Snake Oil’: A conversation with Princeton AI experts Arvind Narayanan and Sayash Kapoor
In the two years since ChatGPT brought artificial intelligence out of science fiction and into the public conversation, AI has been both wildly hyped and harshly vilified. The acclaimed new book “AI Snake Oil” by Princeton AI scholars Arvind Narayanan and Sayash Kapoor offers readers a smart new perspective, with surprising insights on what should…
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This June, 60 graduate students came to Princeton from more than 20 institutions in six countries to learn from academic and industry experts in machine learning theory. Photos by Frank Wojciechowski Machine Learning Theory Summer School fosters research community in a fast-growing field
Sixty students came to Princeton from more than 20 institutions in six countries to learn from academic and industry experts in machine learning theory.
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Immersive program exposes students to startup businesses
This summer, 30 students worked at 19 early-stage startup companies in New York City as part of the Keller Center’s new Princeton Start-Up Immersion Program. Participants lived as a group in University-sponsored housing at the Princeton Club of New York, and participated in programs – including speakers, workshops and visits to other companies – aimed…
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The Princeton Start-up Immersion Program places undergraduates at early-stage companies and nonprofit ventures for summer internships in New York, Tel Aviv and — starting next year — Shanghai. Last summer Princeton senior Hannah Waxman (left) and sophomore Allison Huang (right) worked at Emma’s Torch, a nonprofit culinary school and restaurant founded by Princeton alumna Kerry Brodie (center). Startup immersion’ places students at heart of new ventures
Having a direct impact on a startup venture is one of the key ideas behind the Princeton Startup Immersion Program run by the Keller Center for Innovation in Engineering Education.
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Clifford Brangwynne. Photo by Steven Freeman Clifford Brangwynne, pioneer of the study of living cells, wins Dickson Prize in Medicine
Bioengineer Clifford Brangwynne, who has linked fundamental biological processes at the heart of cancers and neurological disorders to liquid droplets in living cells, was awarded the 2023 Dickson Prize in Medicine by the University of Pittsburgh School of Medicine.
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Stephen Lyon, in his lab Part Eight: Entrepreneurship at Princeton Engineering
Princeton has long supported entrepreneurship, from helping students start their own businesses, to helping faculty spin off their big ideas into small business.