Dataset Open Access

20200623-DOLA

Yasser Bourahla; Jérôme Euzenat; Manuel Atencia


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  <dc:creator>Yasser Bourahla</dc:creator>
  <dc:creator>Jérôme Euzenat</dc:creator>
  <dc:creator>Manuel Atencia</dc:creator>
  <dc:date>2021-02-05</dc:date>
  <dc:description>Experiment design Agent adapt ontologies to agree on decision taking.Hypothesis: ['Success rate converges to 1', ' Improve the average accuracy at the end of the experiment', ' Agents do not necessarily converge to the same ontology']Experimental setting: Agents learn decision trees (transformed into ontologies); get income from environment; adapt by splitting their leaf nodes.Variablesindependent variables: ['numberOfAgents', 'numberOfFeatures', 'numberOfClasses', 'ratio', 'sampleRatio']dependent variables: ['ssrate', 'accuracy', 'distance']link: http://sake.re/20200623-DOLA</dc:description>
  <dc:identifier>https://zenodo.org/record/4507546</dc:identifier>
  <dc:identifier>10.5281/zenodo.4507546</dc:identifier>
  <dc:identifier>oai:zenodo.org:4507546</dc:identifier>
  <dc:language>eng</dc:language>
  <dc:relation>doi:10.5281/zenodo.4507545</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:rights>https://creativecommons.org/publicdomain/zero/1.0/legalcode</dc:rights>
  <dc:subject>Multi-agent Simulation</dc:subject>
  <dc:subject>Cultural Evolution</dc:subject>
  <dc:title>20200623-DOLA</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>dataset</dc:type>
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