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📰 OpenAI News

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OpenAI News 🧠 Large Language Models ⚡ AI Lesson 9y ago
Spam detection in the physical world
We’ve created the world’s first Spam-detecting AI trained entirely in simulation and deployed on a physical robot.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 9y ago
Evolution strategies as a scalable alternative to reinforcement learning
We’ve discovered that evolution strategies (ES), an optimization technique that’s been known for decades, rivals the performance of standard reinforcement learn
OpenAI News 9y ago
One-shot imitation learning
OpenAI News ⚡ AI Lesson 9y ago
Distill
We’re excited to support today’s launch of Distill, a new kind of journal aimed at excellent communication of machine learning results (novel or existing).
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 9y ago
Learning to communicate
In this post we’ll outline new OpenAI research in which agents develop their own language.
OpenAI News 9y ago
Emergence of grounded compositional language in multi-agent populations
OpenAI News 9y ago
Prediction and control with temporal segment models
OpenAI News 9y ago
Third-person imitation learning
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 9y ago
Attacking machine learning with adversarial examples
Adversarial examples are inputs to machine learning models that an attacker has intentionally designed to cause the model to make a mistake; they’re like optica
OpenAI News 9y ago
Adversarial attacks on neural network policies
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 9y ago
Team update
The OpenAI team is now 45 people. Together, we’re pushing the frontier of AI capabilities—whether by validating novel ideas, creating new software systems, or d
OpenAI News 9y ago
PixelCNN++: Improving the PixelCNN with discretized logistic mixture likelihood and other modifications
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 9y ago
Faulty reward functions in the wild
Reinforcement learning algorithms can break in surprising, counterintuitive ways. In this post we’ll explore one failure mode, which is where you misspecify you
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 9y ago
Universe
We’re releasing Universe, a software platform for measuring and training an AI’s general intelligence across the world’s supply of games, websites and other app
OpenAI News 9y ago
#Exploration: A study of count-based exploration for deep reinforcement learning
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 9y ago
OpenAI and Microsoft
We’re working with Microsoft to start running most of our large-scale experiments on Azure.
OpenAI News 9y ago
On the quantitative analysis of decoder-based generative models
OpenAI News 9y ago
A connection between generative adversarial networks, inverse reinforcement learning, and energy-based models
OpenAI News 9y ago
RL²: Fast reinforcement learning via slow reinforcement learning
OpenAI News 9y ago
Variational lossy autoencoder