AI
Spinning Up in Deep RL
OpenAI has released Spinning Up in Deep RL, a resource aimed at teaching people how to become proficient in deep reinforcement learning. The package i...
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Learning concepts with energy functions
Researchers at OpenAI have developed an energy-based model that can quickly learn to identify and generate instances of concepts, such as nearness or ...
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Plan online, learn offline: Efficient learning and exploration via model-based control
Researchers at OpenAI have proposed a new approach to training artificial intelligence models. The method, called 'model-based control', involves plan...
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Reinforcement learning with prediction-based rewards
Researchers at OpenAI have created Random Network Distillation (RND), a new approach to reinforcement learning that encourages exploration by predicti...
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Learning complex goals with iterated amplification
OpenAI proposes an AI safety technique called iterated amplification. This method allows for specifying complex behaviors and goals by breaking down t...
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Flow-based Deep Generative Models
Generative models, such as GANs and VAEs, are used to create new data that resembles existing data. However, these models do not explicitly learn the ...
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OpenAI Scholars 2019: Applications open
OpenAI is now accepting applications for its second cohort of OpenAI Scholars, a program that provides financial support and mentorship to individuals...
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OpenAI Fellows Winter 2019 & Interns Summer 2019
OpenAI is offering fellowships and internships to individuals interested in artificial intelligence research. The program aims to support talented res...
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FFJORD: Free-form continuous dynamics for scalable reversible generative models
OpenAI has developed a new type of generative model called FFJORD, which is designed to be more efficient and scalable than previous models. FFJORD us...
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OpenAI Scholars 2018: Final projects
The first group of OpenAI Scholars has finished their program. The scholars worked on various projects, but specific details about these projects are ...
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The International 2018: Results
OpenAI's bot, called OpenAI Five, competed in The International 2018 Dota 2 tournament. Despite being top-ranked players' opponents, it lost two games...
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Large-scale study of curiosity-driven learning
OpenAI has released a large-scale study on curiosity-driven learning, where an AI model is encouraged to explore and learn from its environment withou...