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This post describes four projects that share a common theme of enhancing or using generative models, a branch of unsupervised learning techniques in machine learning. In addition to describing...
Adversarial training methods for semi-supervised text classification.
We’re releasing the public beta of OpenAI Gym, a toolkit for developing and comparing reinforcement learning (RL) algorithms. It consists of a growing suite of environments (from simulated robots...
We’ve had some fantastic people join over the past few months (and we’re still hiring). Welcome, everyone!
Weight normalization: A simple reparameterization to accelerate training of deep neural networks.
OpenAI is a non-profit artificial intelligence research company. Our goal is to advance digital intelligence in the way that is most likely to benefit humanity as a whole, unconstrained by a need...
