OpenAI Fellows Summer 2018: Final projects
OpenAI's first Fellows cohort concluded. Six-month apprenticeship transformed machine learning beginners into core OpenAI contributors.
3 articles
OpenAI's first Fellows cohort concluded. Six-month apprenticeship transformed machine learning beginners into core OpenAI contributors.
OpenAI discovers that gradient noise scale predicts the parallelizability of neural network training across tasks. Complex tasks have noisier gradients, enabling larger batch sizes in the future and removing a potential constraint on AI system scaling.
OpenAI releases CoinRun, a training environment measuring agents' generalization ability in reinforcement learning. The tool balances simplicity and challenge, simpler than Sonic but sufficient to test state-of-the-art algorithms.