Article

Beyond Nudging: Generalisable and transferable learning in human decision-making

2021-03-04

Abstract excerpt

<p>Canonical work on human decision-making demonstrates consistent, stereotyped and sub-optimal risk-reward trade-offs. However, recent work on experienced-based-, perceptual- and sensori-motor choice appear to severely restrict the scope of the canonical work, demonstrating trade-offs that are either differently sub-optimal, or much closer to optimal. Such dissociations may reflect highly specific mechanisms, or...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 4ba50a8f-2058-5613-8466-d86bd508e65a
DOI: 10.31234/osf.io/9q6xk

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Beyond Nudging: Generalisable and transferable learning in human decision-makingDOI 10.31234/osf.io/9q6xkRead

Towards re-unifying the theoretical perspectives on conditioning, category learning, probability learning and economic decisions from experience.Semantic proximity Read

Removal of reinforcement improves instrumental performance in humans by decreasing a general action bias rather than unmasking learnt associationsSemantic proximity Read

Predicting human prediction error empowers reward learning task designSemantic proximity Read

DfE-DB: A systematic database of 3.8 million human decisions across experience-based tasksSemantic proximity Read

Context-dependent outcome encoding in human reinforcement learningSemantic proximity Read

Outcome context-dependence is not WEIRD: Comparing reinforcement- and description-based economic preferences worldwideSemantic proximity Read

Outcome context-dependence is not WEIRD: Comparing reinforcement- and description-based economic preferences worldwideSemantic proximity Read

Towards a unifying theory of generalizationSemantic proximity Read

Apparent sunk cost effect in rational agentsSemantic proximity Read

Multi-Task Reinforcement Learning in HumansSemantic proximity Read

Contextual influence on confidence judgments in human reinforcement learningSemantic proximity Read

Learning the determinants of human behaviorSemantic proximity Read