📰 OpenAI News
Articles from OpenAI News · 899 articles · Updated every 3 hours · View all news
OpenAI News
8y ago
On first-order meta-learning algorithms
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
8y ago
Reptile: A scalable meta-learning algorithm
We’ve developed a simple meta-learning algorithm called Reptile which works by repeatedly sampling a task, performing stochastic gradient descent on it, and upd
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
8y ago
OpenAI Scholars
We’re providing 6–10 stipends and mentorship to individuals from underrepresented groups to study deep learning full-time for 3 months and open-source a project
OpenAI News
8y ago
Some considerations on learning to explore via meta-reinforcement learning
OpenAI News
8y ago
Multi-Goal Reinforcement Learning: Challenging robotics environments and request for research
OpenAI News
⚡ AI Lesson
8y ago
Ingredients for robotics research
We’re releasing eight simulated robotics environments and a Baselines implementation of Hindsight Experience Replay, all developed for our research over the pas
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
8y ago
OpenAI hackathon
Come to OpenAI’s office in San Francisco’s Mission District for talks and a hackathon on Saturday, March 3rd.
OpenAI News
8y ago
OpenAI supporters
We’re excited to welcome new donors to OpenAI.
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
8y ago
Preparing for malicious uses of AI
We’ve co-authored a paper that forecasts how malicious actors could misuse AI technology, and potential ways we can prevent and mitigate these threats. This pap
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
8y ago
Interpretable machine learning through teaching
We’ve designed a method that encourages AIs to teach each other with examples that also make sense to humans. Our approach automatically selects the most inform
OpenAI News
⚡ AI Lesson
8y ago
Discovering types for entity disambiguation
We’ve built a system for automatically figuring out which object is meant by a word by having a neural network decide if the word belongs to each of about 100 a
OpenAI News
⚡ AI Lesson
8y ago
Requests for Research 2.0
We’re releasing a new batch of seven unsolved problems which have come up in the course of our research at OpenAI.
OpenAI News
8y ago
Scaling Kubernetes to 2,500 nodes
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
8y ago
Block-sparse GPU kernels
We’re releasing highly-optimized GPU kernels for an underexplored class of neural network architectures: networks with block-sparse weights. Depending on the ch
OpenAI News
8y ago
Learning sparse neural networks through L₀ regularization
OpenAI News
8y ago
Interpretable and pedagogical examples
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
8y ago
Learning a hierarchy
We’ve developed a hierarchical reinforcement learning algorithm that learns high-level actions useful for solving a range of tasks, allowing fast solving of tas
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
8y ago
Generalizing from simulation
Our latest robotics techniques allow robot controllers, trained entirely in simulation and deployed on physical robots, to react to unplanned changes in the env
OpenAI News
8y ago
Sim-to-real transfer of robotic control with dynamics randomization
OpenAI News
8y ago
Asymmetric actor critic for image-based robot learning
OpenAI News
8y ago
Domain randomization and generative models for robotic grasping
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
8y ago
Competitive self-play
We’ve found that self-play allows simulated AIs to discover physical skills like tackling, ducking, faking, kicking, catching, and diving for the ball, without
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
8y ago
Meta-learning for wrestling
We show that for the task of simulated robot wrestling, a meta-learning agent can learn to quickly defeat a stronger non-meta-learning agent, and also show that
OpenAI News
8y ago
Nonlinear computation in deep linear networks
DeepCamp AI