OpenAI News
Report from the self-organizing conference
Last week we hosted over a hundred and fifty AI practitioners in our offices for our first self-organizing conference on machine learning.
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OpenAI News
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Stay up to speed on the rapid advancement of AI technology and the benefits it offers to humanity.
OpenAI News
Transfer from simulation to real world through learning deep inverse dynamics model
Developing control policies in simulation is often more practical and safer than directly running experiments in the real world. This applies to policies obtained from planning and optimization, and even more so to policies obtained from reinforcement...
Topics: ModelsPolicyInfrastructure
Entities: ModelsPolicyInfrastructure
OpenAI News
Infrastructure for deep learning
Deep learning is an empirical science, and the quality of a group’s infrastructure is a multiplier on progress. Fortunately, today’s open-source ecosystem makes it possible for anyone to build great deep learning infrastructure.
Topics: Infrastructure
Entities: Infrastructure
OpenAI News
Machine Learning Unconference
The latest information about the Unconference is now available at the Unconference wiki, which will be periodically updated with more information for attendees.
OpenAI News
Team update
We’ve hired more great people to help us achieve our goals. Welcome, everyone!
OpenAI News
Special projects
Impactful scientific work requires working on the right problems—problems which are not just interesting, but whose solutions matter.
OpenAI News
Concrete AI safety problems
We (along with researchers from Berkeley and Stanford) are co-authors on today’s paper led by Google Brain researchers, Concrete Problems in AI Safety. The paper explores many research problems around ensuring that modern machine learning systems operate as...
Topics: Policy
OpenAI News
OpenAI technical goals
OpenAI’s mission is to build safe AI, and ensure AI’s benefits are as widely and evenly distributed as possible.
Topics: Models
OpenAI News
Generative models
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 our work, this post will tell you a bit more about generative...
Topics: Models
Entities: Models
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