OpenAI News
Team update
We’d like to welcome the latest set of team members to OpenAI (and we’re still hiring!)
Topics: Models
OpenAI News
Adversarial training methods for semi-supervised text classification
Adversarial training provides a means of regularizing supervised learning algorithms while virtual adversarial training is able to extend supervised learning algorithms to the semi-supervised setting. However, both methods require making small perturbations...
Topics: Infrastructure
Entities: Infrastructure
OpenAI News
OpenAI Gym Beta
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 to Atari games), and a site for comparing and reproducing...
Topics: Models
OpenAI News
Team++
We've had some fantastic people join over the past few months (and we're still hiring). Welcome, everyone!
OpenAI News
Weight normalization: A simple reparameterization to accelerate training of deep neural networks
We present weight normalization: a reparameterization of the weight vectors in a neural network that decouples the length of those weight vectors from their direction. By reparameterizing the weights in this way we improve the conditioning of the...
Topics: ModelsInfrastructure
Entities: ModelsInfrastructure
OpenAI News
Introducing OpenAI
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 to generate financial return. Since our research is free from...
Topics: Models