Special projects
Impactful scientific work requires working on the right problems—problems which are not just interesting, but whose solutions matter.
Company
Safety & Alignment
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 opera…
Company
OpenAI technical goals
OpenAI’s mission is to build safe AI, and ensure AI’s benefits are as widely and evenly distributed as possible.
Research
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 generati…
Machine Learning, python
Model evaluation, model selection, and algorithm selection in machine learning
Machine learning has become a central part of our life — as consumers, customers, and hopefully as researchers and practitioners! Whether we are applying…
Company
Team update
We’d like to welcome the latest set of team members to OpenAI (and we’re still hiring!)
Research
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 reproducin…