universe

Universe: a software platform for measuring and training an AI's general intelligence across the world's supply of games, websites and other applications.

View on GitHub↗Upstream openai/universe↗

Builder

OpenAI

openai • ai-lab

Stars

7,515

Using upstream star count

Forks

956

Using upstream fork count

Open Issues

Activity Score

0/100

0 commits in 30d

Created

Dec 4, 2016

Project creation date

README Summary

Universe is a software platform that provides a standardized interface for training and evaluating AI agents across thousands of games, websites, and applications using visual input and keyboard/mouse actions. It was originally developed by OpenAI as a general intelligence benchmark and training environment for reinforcement learning agents.

AI Dev Skills

Unmapped

Reinforcement LearningGeneral Artificial IntelligenceComputer VisionAgent-Environment InteractionMulti-Task LearningGym Environment DesignVisual RecognitionAction Space ModelingReward Function Design

Tags

Reinforcement LearningGeneral Artificial IntelligenceComputer VisionAgent-Environment InteractionMulti-Task LearningGym Environment DesignVisual RecognitionAction Space ModelingReward Function DesignGeneral AI DevelopmentCloudSelf-hostedImageMulti-Environment TrainingVideoAI Agent Training Across Multiple GamesGeneral Intelligence BenchmarkingComputer Vision for Game/Web EnvironmentsAI Benchmarking and EvaluationMulti-Task AI DevelopmentMultimodalReal-World Application TestingEnvironment StandardizationCross-Domain Learning EvaluationAI SafetyAgentic AIDistributed Training SystemsPython

Recent Activity

Updated 8 years ago

7 Days

30 Days

90 Days

Quality

research

Quality: medium
Maturity: research

PM Skills

Developer Platform

Languages

Python100.0%

Timeline

Project created: Dec 4, 2016
Forked: Mar 14, 2026
Your last push: 8 years ago
Upstream last push: 8 years ago
Tracked since: Apr 5, 2018

Similar Repos

pgvector cosine similarity · $0

Loading…