Dataset Open Access

20200623-DOLA

Yasser Bourahla; Jérôme Euzenat; Manuel Atencia


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  <identifier identifierType="DOI">10.5281/zenodo.4507546</identifier>
  <creators>
    <creator>
      <creatorName>Yasser Bourahla</creatorName>
      <affiliation>INRIA</affiliation>
    </creator>
    <creator>
      <creatorName>Jérôme Euzenat</creatorName>
      <affiliation>INRIA</affiliation>
    </creator>
    <creator>
      <creatorName>Manuel Atencia</creatorName>
      <affiliation>UGA</affiliation>
    </creator>
  </creators>
  <titles>
    <title>20200623-DOLA</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2021</publicationYear>
  <subjects>
    <subject>Multi-agent Simulation</subject>
    <subject>Cultural Evolution</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2021-02-05</date>
  </dates>
  <language>en</language>
  <resourceType resourceTypeGeneral="Dataset"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/4507546</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.4507545</relatedIdentifier>
  </relatedIdentifiers>
  <rightsList>
    <rights rightsURI="https://creativecommons.org/publicdomain/zero/1.0/legalcode">Creative Commons Zero v1.0 Universal</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">Experiment design &lt;br&gt;&lt;b&gt;Agent adapt ontologies to agree on decision taking.&lt;/b&gt;&lt;br&gt;Hypothesis: &lt;b&gt;['Success rate converges to 1', ' Improve the average accuracy at the end of the experiment', ' Agents do not necessarily converge to the same ontology']&lt;/b&gt;&lt;br&gt;Experimental setting: &lt;b&gt;Agents learn decision trees (transformed into ontologies); get income from environment; adapt by splitting their leaf nodes.&lt;/b&gt;&lt;br&gt;&lt;br&gt;&lt;b&gt;Variables&lt;/b&gt;&lt;br&gt;independent variables: &lt;b&gt;['numberOfAgents', 'numberOfFeatures', 'numberOfClasses', 'ratio', 'sampleRatio']&lt;/b&gt;&lt;br&gt;dependent variables: &lt;b&gt;['ssrate', 'accuracy', 'distance']&lt;/b&gt;&lt;br&gt;&lt;br&gt;link: &lt;a href="http://sake.re/20200623-DOLA"&gt;http://sake.re/20200623-DOLA&lt;/a&gt;</description>
  </descriptions>
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