2020
The role of executive function in shaping reinforcement learning
Rmus M, McDougle S, Collins A. The role of executive function in shaping reinforcement learning. Current Opinion In Behavioral Sciences 2020, 38: 66-73. PMID: 35194556, PMCID: PMC8859995, DOI: 10.1016/j.cobeha.2020.10.003.Peer-Reviewed Original ResearchExecutive functionRL computationsImportance of EFBrain executive functionsReinforcement learning modelOne-shot learningAspects of learningInstrumental behaviorTask informationHuman decisionNeural computationLearningSophisticated aspectsLearning modelReinforcement learningImportant implicationsRecent findingsComplex environmentsBrainAspectsRL algorithmBehaviorTheoryDecisionsImplications
2016
Taking Aim at the Cognitive Side of Learning in Sensorimotor Adaptation Tasks
McDougle S, Ivry R, Taylor J. Taking Aim at the Cognitive Side of Learning in Sensorimotor Adaptation Tasks. Trends In Cognitive Sciences 2016, 20: 535-544. PMID: 27261056, PMCID: PMC4912867, DOI: 10.1016/j.tics.2016.05.002.Peer-Reviewed Original ResearchConceptsSensorimotor adaptation taskAdaptation taskError-based learningMultiple learning processesGoal-oriented behaviorCurrent computational modelsCognitive strategiesCognitive sideSensorimotor learningConjoint impactNew work pointsMotor commandsLearning processComputational modelLearningTaskAutomatic mannerMultiple processesSensorimotorRecent workWork pointsResearchBehaviorProcess