Library/spinningup
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openai/spinningup

spinningup

An educational resource to help anyone learn deep reinforcement learning.

Builder

OpenAI

OpenAI

openai • ai-lab

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11,689

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2,448

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Created

Nov 7, 2018

Project creation date

README Summary

Spinning Up is an educational resource created by OpenAI to help anyone learn deep reinforcement learning from scratch. It provides comprehensive tutorials, implementations of key algorithms, and hands-on coding exercises with clear explanations of fundamental concepts. The repository includes both theoretical background and practical Python implementations of popular RL algorithms like PPO, TRPO, and SAC.

AI Dev Skills

Unmapped

Deep Reinforcement LearningPolicy Gradient MethodsActor-Critic MethodsQ-LearningTrust Region Policy OptimizationProximal Policy OptimizationDeep Deterministic Policy GradientSoft Actor-CriticNeural Network TrainingMarkov Decision ProcessesValue Function ApproximationPolicy Optimization

Tags

Deep Reinforcement LearningPolicy Gradient MethodsActor-Critic MethodsQ-LearningTrust Region Policy OptimizationProximal Policy OptimizationDeep Deterministic Policy GradientSoft Actor-CriticNeural Network TrainingMarkov Decision ProcessesValue Function ApproximationPolicy OptimizationContinuous ControlResearch EnvironmentAgentic AITabularEducationEnvironment SimulationAlgorithm Implementation LearningVector StatesDeep RL ExperimentationGamingReinforcement Learning EducationPolicy LearningAutonomous SystemsSelf-hostedAI SafetyControl System TrainingDiscrete ActionsDeep Q-NetworksActor-Critic AlgorithmsRL Research PrototypingAdvantage Actor-CriticAutonomous Decision MakingValue-Based MethodsDeep Deterministic Policy GradientsRoboticsPython

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Recent Activity

Updated 1 years ago

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Quality

production
Quality
high
Maturity
production

Categories

Model TrainingPrimaryRoboticsSafety & AlignmentSearch & KnowledgeOther AI / MLDev Tools & AutomationLearning ResourcesAI Agents

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Developer Platform

Languages

Python100.0%

Timeline

Project created
Nov 7, 2018
Forked
Mar 14, 2026
Your last push
1 years ago
Upstream last push
1 years ago
Tracked since
Aug 5, 2024

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