Article

A Precise Quantification of how Prior Experience Informs Current Behavior

2020-10-07

Abstract excerpt

<p>Human behavior does not exist in a bubble—it is influenced by countless forces, including each individual’s current goals, pre-existing cognitive biases, and prior experience. The current project leveraged a massive behavioral dataset to provide a data-driven quantification of the relationship between prior experience and current behavior. Data from two different behavioral tasks (a categorization task and a vi...

Topics

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

Identifiers and source

Literature Corpus work: 58354fb6-6201-5016-9f34-3df955361fdd
DOI: 10.31234/osf.io/t92bm

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

A Precise Quantification of how Prior Experience Informs Current BehaviorDOI 10.31234/osf.io/t92bmRead

Unifying principles of generalization: past, present, and futureSemantic proximity Read

Adaptive History Biases Result from Confidence-weighted Accumulation of Past ChoicesSemantic proximity Read

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

Identifying Transfer Learning in the Reshaping of Inductive BiasesSemantic proximity Read

Training diversity promotes absolute-value-guided choiceSemantic proximity Read

Reconciling Categorization and Memory via Environmental StatisticsSemantic proximity Read

Humans Learn to Weight Evidence Unevenly Over TimeSemantic proximity Read

Humans Learn to Weight Evidence Unevenly Over TimeSemantic proximity Read

Computational mechanisms underlying latent inverse value updating of unchosen actionsSemantic proximity Read

Computational mechanisms underlying latent inverse value updating of unchosen actionsSemantic proximity Read

Exploration and recency as the main proximate causes of probability matching: a reinforcement learning analysisSemantic proximity Read

Deterministic response strategies in trial-and-error learningSemantic proximity Read