Concepedia

Neural circuit policies enabling auditable autonomy

Mathias Lechner, Ramin Hasani, Alexander Amini, Thomas A. Henzinger, Daniela Rus, Radu Grosu

Nature Machine Intelligence · 2020 · 282 citations · 48 references

Concepts

ComputingAutonomous SystemsComputer ScienceArtificial IntelligenceNeural CircuitryNeural EngineeringClosed-loop Neural SystemsDeep LearningNeural CircuitsNeural Control SystemsNeural NetworksReinforcement LearningOrganizational AutonomyRecurrent Neural CircuitsReinforcement Learning CircuitsReinforcement Learning For Neural Control

References

48

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Image quality assessment: from error visibility to structural similarity

Zhou Wang, Alan C. Bovik, Hamid R. Sheikh et al. · IEEE Transactions on Image Processing · 2004 · 56K citations

Arts, Vision Science, Computer Vision +14

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations

Computing, Data Science, Visualization +13

Learning representations by back-propagating errors

David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams · Nature · 1986 · 30.9K citations

Computing, Computer Science, Knowledge Representation +11

Human-level control through deep reinforcement learning

Volodymyr Mnih, Koray Kavukcuoglu, David Silver et al. · Nature · 2015 · 30K citations

Computing, Computer Science, Artificial Intelligence +8