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google/dopamine

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

View on GitHub↗Upstream google/dopamine↗

Builder

Google

Google

google • big-tech

Stars

10,874

Using upstream star count

Forks

1,395

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Jul 26, 2018

Project creation date

README Summary

Dopamine [Getting Started](#getting-started) | [Docs][docs] | [Baseline Results][baselines] | [Changelist](https://google.github.io/dopamine/docs/changelist)

Community Evaluation

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AI Dev Skills

Unmapped

Actor-Critic MethodsAtari Game AIDeep Q-Networks (DQN)Deep Reinforcement LearningNeural Network Architecture DesignPolicy Gradient MethodsQ-LearningReinforcement Learning Algorithm ImplementationTensorFlow/JAX Programming

Tags

Actor-Critic MethodsAtari Game AIDeep Q-Networks (DQN)Deep Reinforcement LearningNeural Network Architecture DesignPolicy Gradient MethodsQ-LearningReinforcement Learning Algorithm ImplementationTensorFlow/JAX ProgrammingBenchmarkingDockerEvalsForkedOpenAIPythonReinforcement LearningResearch / PapersTensorFlowTutorial

Taxonomy

AI Trends

Deep Reinforcement LearningResearch ReproducibilityAlgorithm Benchmarking

category

Model TrainingFoundation ModelsEvals & BenchmarkingMLOps & InfrastructureLearning Resources

Deployment Context

Self-hostedResearch Computing

Industries

GamingRoboticsAutonomous Systems

Modalities

ImageTabular

Skill Areas

Deep Reinforcement LearningQ-LearningDeep Q-Networks (DQN)Policy Gradient MethodsActor-Critic MethodsAtari Game AINeural Network Architecture DesignReinforcement Learning Algorithm ImplementationTensorFlow/JAX Programming

tag

BenchmarkingDockerEvalsForkedOpenAIPythonReinforcement LearningResearch / PapersTensorFlowTutorial

Use Cases

Atari Game PlayingReinforcement Learning ResearchAlgorithm BenchmarkingDeep RL ExperimentationAcademic Research Projects

Recent Activity

Updated 1 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

research
Quality
medium
Maturity
research

Categories

Evals & BenchmarkingPrimaryMLOps & InfrastructureLearning ResourcesFoundation ModelsModel TrainingSearch & KnowledgeOther AI / ML

PM Skills

Scale & ReliabilityData & Evaluation

Languages

Jupyter Notebook100.0%

Timeline

Project created
Jul 26, 2018
Forked
Mar 13, 2026
Your last push
1 years ago
Upstream last push
2 months ago
Tracked since
Nov 4, 2024

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