📰 OpenAI News
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⚡ AI Lessons (12559)
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OpenAI News
👁️ Computer Vision
⚡ AI Lesson
8y ago
Robust adversarial inputs
We’ve created images that reliably fool neural network classifiers when viewed from varied scales and perspectives. This challenges a claim from last week that
OpenAI News
8y ago
Hindsight Experience Replay
OpenAI News
8y ago
Teacher–student curriculum learning
OpenAI News
⚡ AI Lesson
8y ago
Faster physics in Python
We’re open-sourcing a high-performance Python library for robotic simulation using the MuJoCo engine, developed over our past year of robotics research.
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
8y ago
Learning from human preferences
One step towards building safe AI systems is to remove the need for humans to write goal functions, since using a simple proxy for a complex goal, or getting th
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
8y ago
Learning to cooperate, compete, and communicate
Multiagent environments where agents compete for resources are stepping stones on the path to AGI. Multiagent environments have two useful properties: first, th
OpenAI News
8y ago
UCB exploration via Q-ensembles
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
8y ago
OpenAI Baselines: DQN
We’re open-sourcing OpenAI Baselines, our internal effort to reproduce reinforcement learning algorithms with performance on par with published results. We’ll r
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
8y ago
Robots that learn
We’ve created a robotics system, trained entirely in simulation and deployed on a physical robot, which can learn a new task after seeing it done once.
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
8y ago
Roboschool
We are releasing Roboschool: open-source software for robot simulation, integrated with OpenAI Gym.
OpenAI News
8y ago
Equivalence between policy gradients and soft Q-learning
OpenAI News
9y ago
Stochastic Neural Networks for hierarchical reinforcement learning
OpenAI News
⚡ AI Lesson
9y ago
Unsupervised sentiment neuron
We’ve developed an unsupervised system which learns an excellent representation of sentiment, despite being trained only to predict the next character in the te
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
9y ago
Spam detection in the physical world
We’ve created the world’s first Spam-detecting AI trained entirely in simulation and deployed on a physical robot.
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
9y ago
Evolution strategies as a scalable alternative to reinforcement learning
We’ve discovered that evolution strategies (ES), an optimization technique that’s been known for decades, rivals the performance of standard reinforcement learn
OpenAI News
9y ago
One-shot imitation learning
OpenAI News
⚡ AI Lesson
9y ago
Distill
We’re excited to support today’s launch of Distill, a new kind of journal aimed at excellent communication of machine learning results (novel or existing).
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
9y ago
Learning to communicate
In this post we’ll outline new OpenAI research in which agents develop their own language.
OpenAI News
9y ago
Emergence of grounded compositional language in multi-agent populations
OpenAI News
9y ago
Prediction and control with temporal segment models
OpenAI News
9y ago
Third-person imitation learning
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
9y ago
Attacking machine learning with adversarial examples
Adversarial examples are inputs to machine learning models that an attacker has intentionally designed to cause the model to make a mistake; they’re like optica
OpenAI News
9y ago
Adversarial attacks on neural network policies
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
9y ago
Team update
The OpenAI team is now 45 people. Together, we’re pushing the frontier of AI capabilities—whether by validating novel ideas, creating new software systems, or d
DeepCamp AI