Reinforcement Learning with Prediction-Based Rewards
We’ve developed Random Network Distillation (RND), a prediction-based method for encouraging reinforcement learning agents to explore their environments through curiosity, which for the first time exceeds average human performance on Montezuma’s Revenge.
Learning Complex Goals with Iterated Amplification
We’re proposing an AI safety technique called iterated amplification that lets us specify complicated behaviors and goals that are beyond human scale, by demonstrating how to decompose a task into simpler sub-tasks, rather than by providing labeled data or a reward function. Although this idea is in its very
Open sourcing TRFL: a library of reinforcement learning building blocks
Today we are open sourcing a new library of useful building blocks for writing reinforcement learning (RL) agents in TensorFlow. Named TRFL (pronounced truffle), it represents a collection of key algorithmic components that we have used internally for …
OpenAI 2019 Winter Scholars Application Open
We are now accepting applications for our second cohort of OpenAI Scholars, a program where we provide 6-10 stipends and mentorship to individuals from underrepresented groups to study deep learning full-time for 3 months and open-source a project. The first cohort of Scholars recently released their projects and presented at
OpenAI 2019 Winter Fellows & Summer Interns
We are now accepting applications for OpenAI Fellows and Interns for 2019. These programs provide an opportunity for people to work at OpenAI who are currently studying AI or wanting to transition from another speciality into AI.
Fellows
Former CNN Exec Klein Brings News on Artificial Intelligence – Broadcasting & Cable
Broadcasting & Cable |
Former CNN Exec Klein Brings News on Artificial Intelligence
Broadcasting & Cable Klein zeroed in on artificial intelligence as a solution, but quickly realized the AI giants — IBM’s Watson and Google AI — charged a lot of money and didn’t provide customized solutions for media companies. “It was basically one-size-fits-all,” he said. |
How This Mother-Daughter Duo Created An Artificial Intelligence-Based Executive Coaching Platform – Forbes
ForbesHow This Mother-Daughter Duo Created An Artificial Intelligence-Based Executive Coaching PlatformForbesThere is a widespread fear that artificial intelligence will eliminate jobs, but these mother-daughter cofounders hope to use artificial intell…
Artificial intelligence is taking over the workplace – The Daily Titan
The Daily TitanArtificial intelligence is taking over the workplaceThe Daily TitanMany students have been working toward their degrees and careers for almost half their lives. Now imagine spending countless hours studying and training for a career in t…