Article

Supervision, Category Structure, and Selective Attention in Category Learning: A Comparative Approach

2026-07-09

Abstract excerpt

<p>We investigated the interactions between supervision, category structure, and selective attention in category learning. We compared human adults and pigeons in a category learning task, where we manipulated the category structure (dense vs. sparse) and the level of supervision by corrective feedback (low vs. high). Results showed a benefit of supervision across species, which was particularly strong in learning...

Topics

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

Uncategorized literature

Identifiers and source

Literature Corpus work: 0093e694-b640-5d72-baaa-d4b9bc1edeab
DOI: 10.31234/osf.io/bt3wg_v5

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Supervision, Category Structure, and Selective Attention in Category Learning: A Comparative ApproachDOI 10.31234/osf.io/bt3wg_v5Read

Supervision, Category Structure, and Selective Attention in Category Learning: A Comparative ApproachSemantic proximity Read

Supervision, Category Structure, and Selective Attention in Category Learning: A Comparative ApproachSemantic proximity Read

Supervision, Category Structure, and Selective Attention in Category Learning: A Comparative ApproachSemantic proximity Read

Supervision, Category Structure, and Selective Attention in Category Learning: A Comparative ApproachSemantic proximity Read

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

Supervised learning outperforms unsupervised learning only for categories of intermediate difficultySemantic proximity Read

Meta-learning attentional strategies in multidimensional reinforcement learningSemantic proximity Read

Training set coherence and set size effects on concept generalization and recognitionSemantic proximity Read

Using Sequential Dependencies in Category Learning Exploring the Role of Adjacency and StructureSemantic proximity Read

Auditory category learning is robust across training regimesSemantic proximity Read

Spontaneous task structure formation results in a cost to incidental memory of task stimuliSemantic proximity Read

Using Compositionality to Learn Many Categories from Few ExamplesSemantic proximity Read