Concepedia

Learning the value of information in an uncertain world

Timothy E.J. Behrens, Mark W. Woolrich, Mark E. Walton, Matthew F. S. Rushworth

Nature Neuroscience · 2007 · 2.2K citations · 38 references

Concepts

BusinessDecision SciencesEconomicsDecision TheoryMachine LearningUncertainty QuantificationDecision Under UncertaintyDecision-making Under UncertaintyInformation EconomicsReinforcement LearningUncertainty ReasoningValue Of InformationLearning Under UncertaintyLearning With Imperfect InformationUncertainty In Decision Making

References

38

Reinforcement Learning: An Introduction

Richard S. Sutton, Andy Barto · IEEE Transactions on Neural Networks · 1998 · 27.1K citations

Computing, Behavioral Sciences, Computer Science +12

Reinforcement Learning: An Introduction

IEEE Transactions on Neural Networks · 2005 · 25.8K citations

Computing, Behavioral Sciences, Computer Science +12

Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation

Robert F. Engle · Econometrica · 1982 · 20.6K citations

Computing, Economics, Econometrics +15

Choices, values, and frames.

Daniel Kahneman, Amos Tversky · American Psychologist · 1984 · 6.5K citations

Business, Decision Sciences, Economics +16

Humans integrate visual and haptic information in a statistically optimal fashion

Marc O. Ernst, Martin S. Banks · Nature · 2002 · 4.9K citations

Life Sciences, Neuroscience, Psychology +12