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openai/universe

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

openai • ai-lab

Stars

7,507

Using upstream star count

Forks

958

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Dec 4, 2016

Project creation date

README Summary

**This repository has been deprecated in favor of the Retro (https://github.com/openai/retro) library. See our Retro Contest (https://blog.openai.com/retro-contest) blog post for detalis.**

Community Evaluation

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AI Dev Skills

Unmapped

Action Space ModelingAgent-Environment InteractionComputer VisionGeneral Artificial IntelligenceGym Environment DesignMulti-Task LearningReinforcement LearningReward Function DesignVisual Recognition

Tags

Action Space ModelingAgent-Environment InteractionComputer VisionGeneral Artificial IntelligenceGym Environment DesignMulti-Task LearningReinforcement LearningReward Function DesignVisual RecognitionAI AgentsDockerForkedGoNumPyOpenAIPythonReal-Time / StreamingResearch / PapersTutorial

Taxonomy

AI Trends

Agentic AIGeneral Artificial IntelligenceMulti-Task LearningAI Safety

category

Learning ResourcesFoundation ModelsAI AgentsModel TrainingInference & ServingMLOps & InfrastructureData Science & Analytics

Deployment Context

Self-hostedCloud

Industries

GamingWeb TechnologiesAI Research

Modalities

ImageVideoMultimodal

Skill Areas

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

tag

AI AgentsDockerForkedGoNumPyOpenAIPythonReal-Time / StreamingReinforcement LearningResearch / PapersTutorial

Use Cases

AI Agent TrainingGeneral Intelligence BenchmarkingMulti-Application AI TestingReinforcement Learning ResearchHuman-Computer Interaction Simulation

Recent Activity

Updated 8 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

research
Quality
medium
Maturity
research

Categories

Foundation ModelsPrimaryAI AgentsModel TrainingInference & ServingData Science & AnalyticsSearch & KnowledgeOther AI / MLLearning ResourcesMLOps & Infrastructure

PM Skills

Scale & ReliabilityAI-Native Architecture

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

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