Original paper
Dopaminergic genes are associated with both directed and random exploration
Abstract
In order to maximize long-term rewards, agents must balance exploitation (choosing the option with the highest payoff) and exploration (gathering information about options that might have higher payoffs). Although the optimal solution to this trade-off is intractable, humans make use of two effective strategies: selectively exploring options with high uncertainty (directed exploration), and increasing the randomness of their choices when they...
Paper Details
Title
Dopaminergic genes are associated with both directed and random exploration
Published Date
Nov 1, 2018
Journal
Volume
120
Pages
97 - 104
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Notes
History