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Balancing exploration and exploitation with information and randomization · Study

ReviewBalancing exploration and exploitation with information and randomization

Robert C. Wilson2020

OA

Reviewbronze2020

Balancing exploration and exploitation with information and randomization

Robert C. Wilson · Elizabeth Baraff Bonawitz · Vincent D. Costa · R. Becket Ebitz

217 citations·0/0 files stored·Current Opinion in Behavioral Sciences

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Decision-Making and Behavioral Economics Neural and Behavioral Psychology Studies Reinforcement Learning in Robotics

Abstract

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Citations in this library

Stored only when both papers are in the corpus — 217 citations exist upstream.

References

1961Risk, Ambiguity, and the Savage Axioms 2002Finite-time Analysis of the Multiarmed Bandit Problem 2006The Four-Phase Model of Interest Development 1992Recent developments in modeling preferences: Uncertainty and ambiguity 1979Bandit Processes and Dynamic Allocation Indices 2012Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems 2012Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems 1966Curiosity and Exploration

Cited by

2022Time pressure changes how people explore and respond to uncertainty 2021From exploration to exploitation: a shifting mental mode in late life development 2022Trait somatic anxiety is associated with reduced directed exploration and underestimation of uncertainty 2021An empirical evaluation of active inference in multi-armed bandits 2022Logistic analysis of choice data: A primer 2021The dynamics of explore–exploit decisions reveal a signal-to-noise mechanism for random exploration 2023Adaptive tuning of human learning and choice variability to unexpected uncertainty 2021Trait Somatic Anxiety is Associated With Reduced Directed Exploration and Underestimation of Uncertainty

Details

Year2020

Typereview

Published2020-11-06

VenueCurrent Opinion in Behavioral Sciences

ISSN-L2352-1546

Languageen

Citations217

Files0 public / 0

ShelfDecision-Making and Behavioral Economics

Identifiers

doi10.1016/j.cobeha.2020.10.001

openalex_workW3095203791

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