Decision-making without a brain: how an amoeboid organism solves the two-armed bandit. [PDF]
J R Soc Interface, 2016 Reid CR +5 more
europepmc +1 more source
New Approach to Equitable Intervention Planning to Improve Engagement and Outcomes in a Digital Health Program: Simulation Study. [PDF]
JMIR DiabetesKillian JA +5 more
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Smoking and the bandit: a preliminary study of smoker and nonsmoker differences in exploratory behavior measured with a multiarmed bandit task. [PDF]
Exp Clin Psychopharmacol, 2013 Addicott MA +4 more
europepmc +1 more source
Why copy others? Insights from the social learning strategies tournament. [PDF]
Science, 2010 Rendell L +9 more
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Risk, unexpected uncertainty, and estimation uncertainty: Bayesian learning in unstable settings. [PDF]
PLoS Comput Biol, 2011 Payzan-LeNestour E, Bossaerts P.
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Whittle Index Learning Algorithms for Restless Bandits with Constant Stepsizes
We study the Whittle index learning algorithm for restless multi-armed bandits. We consider index learning algorithm with Q-learning. We first present Q-learning algorithm with exploration policies -- epsilon-greedy, softmax, epsilon-softmax with ...
Meshram, Rahul +2 more
core
Exploration Disrupts Choice-Predictive Signals and Alters Dynamics in Prefrontal Cortex. [PDF]
Neuron, 2018 Ebitz RB, Albarran E, Moore T.
europepmc +1 more source
Reinforcement learning for healthcare operations management: methodological framework, recent developments, and future research directions. [PDF]
Health Care Manag SciWu Q, Han J, Yan Y, Kuo YH, Shen ZM.
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The neural representation of unexpected uncertainty during value-based decision making. [PDF]
Neuron, 2013 Payzan-LeNestour E +3 more
europepmc +1 more source
How copying affects the amount, evenness and persistence of cultural knowledge: insights from the social learning strategies tournament. [PDF]
Philos Trans R Soc Lond B Biol Sci, 2011 Rendell L +5 more
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