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⚡ AI Lessons (12260)
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OpenAI News
🧠 Large Language Models
⚡ AI Lesson
7y ago
Better language models and their implications
We’ve trained a large-scale unsupervised language model which generates coherent paragraphs of text, achieves state-of-the-art performance on many language mode
OpenAI News
7y ago
Computational limitations in robust classification and win-win results
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
7y ago
OpenAI Fellows Summer 2018: Final projects
Our first cohort of OpenAI Fellows has concluded, with each Fellow going from a machine learning beginner to core OpenAI contributor in the course of a 6-month
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
7y ago
How AI training scales
We’ve discovered that the gradient noise scale, a simple statistical metric, predicts the parallelizability of neural network training on a wide range of tasks.
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
7y ago
Quantifying generalization in reinforcement learning
We’re releasing CoinRun, a training environment which provides a metric for an agent’s ability to transfer its experience to novel situations and has already he
OpenAI News
⚡ AI Lesson
7y ago
Spinning Up in Deep RL
We’re releasing Spinning Up in Deep RL, an educational resource designed to let anyone learn to become a skilled practitioner in deep reinforcement learning. Sp
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
7y ago
Learning concepts with energy functions
We’ve developed an energy-based model that can quickly learn to identify and generate instances of concepts, such as near, above, between, closest, and furthest
OpenAI News
7y ago
Plan online, learn offline: Efficient learning and exploration via model-based control
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
7y ago
Reinforcement learning with prediction-based rewards
We’ve developed Random Network Distillation (RND), a prediction-based method for encouraging reinforcement learning agents to explore their environments through
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
7y ago
Learning complex goals with iterated amplification
We’re proposing an AI safety technique called iterated amplification that lets us specify complicated behaviors and goals that are beyond human scale, by demons
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
7y ago
OpenAI Scholars 2019: Applications open
We are now accepting applications for our second cohort of OpenAI Scholars, a program where we provide 6–10 stipends and mentorship to individuals from underrep
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
7y ago
OpenAI Fellows Winter 2019 & Interns Summer 2019
We are now accepting applications for OpenAI Fellows and Interns for 2019.
OpenAI News
7y ago
FFJORD: Free-form continuous dynamics for scalable reversible generative models
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
7y ago
OpenAI Scholars 2018: Final projects
Our first cohort of OpenAI Scholars has now completed the program.
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
7y ago
The International 2018: Results
OpenAI Five lost two games against top Dota 2 players at The International in Vancouver this week, maintaining a good chance of winning for the first 20–35 minu
OpenAI News
7y ago
Large-scale study of curiosity-driven learning
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
7y ago
OpenAI Five Benchmark: Results
Yesterday, OpenAI Five won a best-of-three against a team of 99.95th percentile Dota players: Blitz, Cap, Fogged, Merlini, and MoonMeander—four of whom have pla
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
7y ago
Learning dexterity
We’ve trained a human-like robot hand to manipulate physical objects with unprecedented dexterity.
OpenAI News
7y ago
Variational option discovery algorithms
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
7y ago
OpenAI Scholars 2018: Meet our Scholars
Our first class of OpenAI Scholars is underway, and you can now follow along as this group of experienced software developers becomes machine learning practitio
OpenAI News
7y ago
OpenAI Five Benchmark
The OpenAI Five Benchmark match is now over!
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
7y ago
Glow: Better reversible generative models
We introduce Glow, a reversible generative model which uses invertible 1x1 convolutions. It extends previous work on reversible generative models and simplifies
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
7y ago
Learning Montezuma’s Revenge from a single demonstration
We’ve trained an agent to achieve a high score of 74,500 on Montezuma’s Revenge from a single human demonstration, better than any previously published result.
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
7y ago
OpenAI Five
Our team of five neural networks, OpenAI Five, has started to defeat amateur human teams at Dota 2.
DeepCamp AI