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articleTop 1% cited

Human-level control through deep reinforcement learning

Nature · 2015 · Vol. 518(7540) · pp. 529–533
Volodymyr MnihKoray KavukcuogluDavid SilverAndrei A. RusuJoel VenessMarc G. BellemareAlex GravesMartin RiedmillerAndreas FidjelandGeorg OstrovskiStig PetersenCharles BeattieAmir SadikIoannis AntonoglouHelen KingDharshan KumaranDaan WierstraShane LeggDemis Hassabis
Neural dynamics and brain functionMemory and Neural MechanismsNeural and Behavioral Psychology StudiesReinforcement learningComputer scienceArtificial intelligenceVariety (cybernetics)Deep learningControl (management)PerceptionHuman–computer interactionMachine learning

MeSH terms

AlgorithmsArtificial IntelligenceHumansModels, PsychologicalReinforcement, PsychologyRewardNeural Networks, ComputerVideo Games

Funding

  • DeepMind
Citations
29,167
FWCI
579.43
field-weighted impact
References
38
Percentile
100%
vs. same field & year
Citations per year
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References
Technical Note: Q-Learning
Machine Learning · 1992 · 3,640 citations
Gradient-based learning applied to document recognition
Proceedings of the IEEE · 1998 · 57,014 citations
A Neural Substrate of Prediction and Reward
Science · 1997 · 9,481 citations
Reinforcement Learning: An Introduction
IEEE Transactions on Neural Networks · 2005 · 25,702 citations
Temporal difference learning and TD-Gammon
Communications of the ACM · 1995 · 1,472 citations
ImageNet classification with deep convolutional neural networks
Communications of the ACM · 2017 · 75,550 citations
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