Evidence map›Paper›PMID 34248515›Full record

ArticleFrontiers in behavioral neuroscience2021

Active Inferants: An Active Inference Framework for Ant Colony Behavior.

Daniel Ari Friedman, Alec Tschantz, Maxwell J D Ramstead, Karl Friston, Axel Constant

Open access · goldAbstract read
In one paragraph

Article in Frontiers in behavioral neuroscience, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
5.7field-weighted citation impact, top 4% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

12 citing papers in PubMed, 27 citations in OpenAlex.

  1. The Game of Self: Identity and Experience as Active Inference.Personality and social psychology review : an official journal of the Society for Personality and Social Psychology, Inc · 2026
    Article
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  7. Review
  8. Collective behavior from surprise minimization.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  9. Shared Protentions in Multi-Agent Active Inference.Entropy (Basel, Switzerland) · 2024
    Article
  10. Federated inference and belief sharing.Neuroscience and biobehavioral reviews · 2024
    Review
  11. Article
  12. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors at 5 institutions in 4 countries.

Daniel Ari FriedmanDepartment of Entomology and Nematology, University of California, Davis, Davis, CA, United States.
Alec TschantzSackler Centre for Consciousness Science, University of Sussex, Brighton, United Kingdom.
Maxwell J D RamsteadDivision of Social and Transcultural Psychiatry, Department of Psychiatry, McGill University, Montreal, QC, Canada.
Karl FristonWellcome Centre for Human Neuroimaging, University College London, London, United Kingdom.
Axel ConstantTheory and Method in Biosciences, The University of Sydney, Sydney, NSW, Australia.
University College London · GBUniversity of California, Davis · USUniversity of Sussex · GBUniversity of Sydney · AUWellcome Centre for Human Neuroimaging · GB

Funding

Wellcome Trust
6 · The paper itself

Abstract

In this paper, we introduce an active inference model of ant colony foraging behavior, and implement the model in a series of

Indexed as

active inferenceantsbehavioral modelingcollective behavioreco-evo-devoforagingstigmergyT-maze

Identifiers

PMID34248515
PMCPMC8264549
OpenAlexW3173571222

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.