Human and macaque pairs employ different coordination strategies in a transparent decision game

  1. Sebastian Moeller
  2. Anton M Unakafov
  3. Julia Fischer
  4. Alexander Gail
  5. Stefan Treue
  6. Igor Kagan  Is a corresponding author
  1. German Primate Center, Germany
  2. University of Göttingen, Germany

Abstract

Many real-world decisions in social contexts are made while observing a partner's actions. To study dynamic interactions during such decisions, we developed a setup where two agents seated face-to-face engage in game-theoretical tasks on a shared transparent touchscreen display ('transparent games'). We compared human and macaque pairs in a transparent version of the coordination game 'Bach-or-Stravinsky', which entails a conflict about which of two individually-preferred opposing options to choose to achieve coordination. Most human pairs developed coordinated behavior and adopted dynamic turn-taking to equalize the payoffs. All macaque pairs converged on simpler, static coordination. Remarkably, two animals learned to coordinate dynamically after training with a human confederate. This pair selected the faster agent's preferred option, exhibiting turn-taking behavior that was captured by modeling the visibility of the partner's action before one's own movement. Such competitive turn-taking was unlike the prosocial turn-taking in humans, who equally often initiated switches to and from their preferred option. Thus, the dynamic coordination is not restricted to humans, but can occur on the background of different social attitudes and cognitive capacities in rhesus monkeys. Overall, our results illustrate how action visibility promotes emergence and maintenance of coordination when agents can observe and time their mutual actions.

Data availability

The datasets used in the current study and the links to the public GitHub code repositories are uploaded to a public Open Science Framework data repository (https://osf.io/f5u8z/).

The following data sets were generated

Article and author information

Author details

  1. Sebastian Moeller

    Cognitive Neurosciences Laboratory, German Primate Center, Goettingen, Germany
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-0381-6449
  2. Anton M Unakafov

    Cognitive Neurosciences Laboratory, German Primate Center, Goettingen, Germany
    Competing interests
    The authors declare that no competing interests exist.
  3. Julia Fischer

    Cognitive Ethology Laboratory, German Primate Center, Göttingen, Germany
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-5807-0074
  4. Alexander Gail

    Sensorimotor Group, German Primate Center, Göttingen, Germany
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-1165-4646
  5. Stefan Treue

    Georg-Elias-Müller-Institute of Psychology, University of Göttingen, Goettingen, Germany
    Competing interests
    The authors declare that no competing interests exist.
  6. Igor Kagan

    Cognitive Neurosciences Laboratory, German Primate Center, Goettingen, Germany
    For correspondence
    ikagan@dpz.eu
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-1814-4200

Funding

Niedersächsisches Ministerium für Wissenschaft und Kultur (Niedersächsisches Vorab)

  • Julia Fischer
  • Alexander Gail
  • Stefan Treue
  • Igor Kagan

Leibniz ScienceCampus Primate Cognition

  • Julia Fischer
  • Alexander Gail
  • Stefan Treue
  • Igor Kagan

Leibniz Collaborative Excellence grant Neurophysiological mechanisms of primate interactions in dynamic sensorimotor settings"" (K265/2019)

  • Alexander Gail
  • Stefan Treue
  • Igor Kagan

SFB 1528 Cognition of Interaction (project Z01)

  • Alexander Gail
  • Igor Kagan

Max Planck Institute for Dynamics and Self-Organization (open access funding)

  • Anton M Unakafov

The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.

Reviewing Editor

  1. Erin L Rich, Icahn School of Medicine at Mount Sinai, United States

Ethics

Animal experimentation: Research with nonhuman primates represents a small but indispensable component of neuroscience research. The scientists in this study are committed to the responsibility they have in ensuring the best possible science with the least possible harm to the animals (Roelfsema and Treue, 2014). The experimental procedures were approved by the responsible regional government office (Niedersaechsisches Landesamt fuer Verbraucherschutz und Lebensmittelsicherheit (LAVES), permits 3392-42502-04-13/1100 and 3319-42502-04-18/2823), and were conducted in accordance with the European Directive 2010/63/EU, the corresponding German law governing animal welfare, and German Primate Center institutional guidelines.

Human subjects: Experiments were performed in accordance with institutional guidelines for experiments with humans and adhered to the principles of the Declaration of Helsinki. The experimental protocol was approved by the ethics committee of the Georg-Elias-Mueller-Institute for Psychology, University of Goettingen (GEMI 17-06-06 171).

Version history

  1. Preprint posted: March 14, 2020 (view preprint)
  2. Received: July 5, 2022
  3. Accepted: December 28, 2022
  4. Accepted Manuscript published: January 12, 2023 (version 1)
  5. Version of Record published: February 17, 2023 (version 2)

Copyright

© 2023, Moeller et al.

This article is distributed under the terms of the Creative Commons Attribution License permitting unrestricted use and redistribution provided that the original author and source are credited.

Metrics

  • 1,310
    views
  • 186
    downloads
  • 6
    citations

Views, downloads and citations are aggregated across all versions of this paper published by eLife.

Download links

A two-part list of links to download the article, or parts of the article, in various formats.

Downloads (link to download the article as PDF)

Open citations (links to open the citations from this article in various online reference manager services)

Cite this article (links to download the citations from this article in formats compatible with various reference manager tools)

  1. Sebastian Moeller
  2. Anton M Unakafov
  3. Julia Fischer
  4. Alexander Gail
  5. Stefan Treue
  6. Igor Kagan
(2023)
Human and macaque pairs employ different coordination strategies in a transparent decision game
eLife 12:e81641.
https://doi.org/10.7554/eLife.81641

Share this article

https://doi.org/10.7554/eLife.81641

Further reading

    1. Neuroscience
    Juan Jose Rodriguez Gotor, Kashif Mahfooz ... John F Wesseling
    Research Article

    Vesicles within presynaptic terminals are thought to be segregated into a variety of readily releasable and reserve pools. The nature of the pools and trafficking between them is not well understood, but pools that are slow to mobilize when synapses are active are often assumed to feed pools that are mobilized more quickly, in a series. However, electrophysiological studies of synaptic transmission have suggested instead a parallel organization where vesicles within slowly and quickly mobilized reserve pools would separately feed independent reluctant- and fast-releasing subdivisions of the readily releasable pool. Here, we use FM-dyes to confirm the existence of multiple reserve pools at hippocampal synapses and a parallel organization that prevents intermixing between the pools, even when stimulation is intense enough to drive exocytosis at the maximum rate. The experiments additionally demonstrate extensive heterogeneity among synapses in the relative sizes of the slowly and quickly mobilized reserve pools, which suggests equivalent heterogeneity in the numbers of reluctant and fast-releasing readily releasable vesicles that may be relevant for understanding information processing and storage.

    1. Evolutionary Biology
    2. Neuroscience
    Daniel Thiel, Luis Alfonso Yañez Guerra ... Gáspár Jékely
    Research Article

    Neuropeptides are ancient signaling molecules in animals but only few peptide receptors are known outside bilaterians. Cnidarians possess a large number of G protein-coupled receptors (GPCRs) – the most common receptors of bilaterian neuropeptides – but most of these remain orphan with no known ligands. We searched for neuropeptides in the sea anemone Nematostella vectensis and created a library of 64 peptides derived from 33 precursors. In a large-scale pharmacological screen with these peptides and 161 N. vectensis GPCRs, we identified 31 receptors specifically activated by 1 to 3 of 14 peptides. Mapping GPCR and neuropeptide expression to single-cell sequencing data revealed how cnidarian tissues are extensively connected by multilayer peptidergic networks. Phylogenetic analysis identified no direct orthology to bilaterian peptidergic systems and supports the independent expansion of neuropeptide signaling in cnidarians from a few ancestral peptide-receptor pairs.