AI
OpenAI Scholars 2019: Final projects
OpenAI's second class of Scholars has completed their program. Eight researchers produced a final project each, which was showcased at the Scholars De...
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AI
OpenAI Fellows Fall 2018: Final projects
OpenAI has completed its second class of OpenAI Fellows, a six-month program that takes machine learning beginners and turns them into core contributo...
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Domain Randomization for Sim2Real Transfer
Domain Randomization for Sim2Real Transfer explores a technique to bridge the gap between simulated and real-world environments in robotics. The probl...
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Transfer of adversarial robustness between perturbation types
Researchers at OpenAI have discovered a method to transfer adversarial robustness between different types of perturbations. This means that if a model...
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MuseNet
MuseNet is a deep neural network that can generate musical compositions with up to 10 different instruments. It was created using unsupervised learnin...
AI
Generative modeling with sparse transformers
Researchers have developed the Sparse Transformer, a deep neural network that can predict what comes next in a sequence of text, images, or sound. Thi...
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OpenAI Five defeats Dota 2 world champions
OpenAI's computer program, OpenAI Five, has achieved a significant milestone in artificial intelligence by defeating the world champions in the game D...
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OpenAI Five Finals
OpenAI's AI system, OpenAI Five, will participate in its final live event on April 13. The event is scheduled to start at 11:30am Pacific Time and mar...
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Implicit generation and generalization methods for energy-based models
Researchers have made progress in training energy-based models (EBMs) more stably and scalably, leading to improved sample quality and generalization ...
AI
Are Deep Neural Networks Dramatically Overfitted?
Deep learning expert Lilian Weng explores the idea that deep neural networks may not be as prone to overfitting as one might expect, given their large...
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OpenAI Scholars 2019: Meet our Scholars
OpenAI has selected eight scholars from a pool of 550 applicants. The group represents diverse fields such as literature, philosophy, cell biology, st...
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OpenAI LP
OpenAI has restructured itself into a 'capped-profit' company called OpenAI LP. This change aims to allow the organization to invest more in computing...