2021
Reinforcement learning detuned in addiction: integrative and translational approaches
Groman SM, Thompson SL, Lee D, Taylor JR. Reinforcement learning detuned in addiction: integrative and translational approaches. Trends In Neurosciences 2021, 45: 96-105. PMID: 34920884, PMCID: PMC8770604, DOI: 10.1016/j.tins.2021.11.007.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus StatementsConceptsDecision-making deficitsPathophysiology of addictionDecision-making strategiesBiobehavioral mechanismsAddictionReinforcement learningDecision-making processDrug useTranslational approachComputational componentsDeficitsLearningDifferent componentsBiological mechanismsOutcomesFindingsRecent studiesBehaviorStudy
2020
Introducing the PLOS ONE Collection on the neuroscience of reward and decision making
Groman SM, Ikemoto S, Rushworth M, Taylor JR, Whelan R. Introducing the PLOS ONE Collection on the neuroscience of reward and decision making. PLOS ONE 2020, 15: e0240505. PMID: 33031482, PMCID: PMC7544023, DOI: 10.1371/journal.pone.0240505.Peer-Reviewed Original ResearchConceptsAction-outcome associationsDecision-making deficitsPast experienceDecision makingNeuroscience techniquesNeurobiological mechanismsBehavioral approachNovel inferencesAdaptive decisionDecision-making functionsMechanistic linkParticular actionNeuroscienceAlternative outcomesBiological mechanismsOrganismsComputational functionsRewardNew insightsParticular outcomeNew environmentRecent advancesPredatorsMakingBiology