Concepedia

Neural Computations Underlying Arbitration between Model-Based and Model-free Learning

Sang Wan Lee, Shinsuke Shimojo, John P. O’Doherty

Neuron · 2014 · 677 citations · 59 references

Open access

Concepts

ComputingComputer ScienceNeuroscienceArtificial IntelligenceComputational NeuroscienceMachine LearningCognitive ModelingComputational ModelsLearning In Neural SystemsNeural ModelingNeural NetworksReinforcement LearningModel-based Reinforcement LearningModel-free AlgorithmsModel-free ControlModel-free Reinforcement LearningNeural Network Modeling

References

59

A new look at the statistical model identification

Hirotugu Akaike · IEEE Transactions on Automatic Control · 1974 · 50.7K citations · Full text

Business, Biostatistics, Statistical Modeling +9

Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach

Fred S. Guthery, Kenneth P. Burnham, David Anderson · Journal of Wildlife Management · 2003 · 42.2K citations · Full text

Computing, Biostatistics, Bayesian Data Analysis +16

Reinforcement Learning: A Survey

Leslie Pack Kaelbling, Michael L. Littman, Andrew Moore · Journal of Artificial Intelligence Research · 1996 · 8.8K citations · Full text

Business, Computer Science, Artificial Intelligence +15

Convergence Properties of the Nelder--Mead Simplex Method in Low Dimensions

Jeffrey C. Lagarias, James A. Reeds, Margaret H. Wright et al. · SIAM Journal on Optimization · 1998 · 7.4K citations

Computing, Computer Science, Algorithms +10

ANew Look at the Statistical Model Identification

HlROTUGU AKAlKE · 2011 · 4.2K citations

Business, Biostatistics, Statistical Modeling +7