Imprecise action selection in substance use disorder: Evidence for active learning impairments when solving the explore-exploit dilemma - Smith, Ryan; Schwartenbeck, Philipp; Stewart, Jennifer L.; Kuplicki, Rayus; Ekhtiari, Hamed; Paulus, Martin P. (Drug and alcohol dependence, 2020)
Keywords: Active inference; Adult; Bayes Theorem; Bayesian analysis; Behavior; Cannabis; Computational modeling; Computer applications; Decision making; Directed exploration; Drug addiction; Drug use; Explore-exploit dilemma; Female; Gambling; Hallucinogens; Health risks; Health services utilization; Help seeking behavior; Humans; Information seeking behavior; Intelligence tests; Learning; Learning rate; Male; Marijuana; Narcotics; Opioids; Problem-Based Learning; Public health; Regression analysis; Sedative drugs; Sedatives; Stimulants; Substance use; Substance use disorder; Substance use disorders; Substance-Related Disorders - psychology; Task performance; Task Performance and Analysis; Uncertainty; Young Adult; Substance use disorders; Directed exploration; Computational modeling; Explore-exploit dilemma; Active inference; Learning rate