20230523-VBCE: Agents adapt ontologies to agree on decision taking. Introducing cultural values
- 1. Université Grenoble Alpes
This archive contains the results of a multi-agent simulation experiment  carried out with Lazy lavender  environment.
Experiment Label: 20230523-VBCE
Experiment design: Agents adapt ontologies to agree on decision taking. Introducing cultural values (independece, novelty, authority, mastery) that influence which agent adapts in case of interaction failure.
Experiment setting: Agents learn decision trees (transformed into ontologies); get payoffs according to cultural values; adapt by splitting their leaf nodes
Hypotheses: Positive mastery is needed for increasing accuracy. Negative independence causes the success rate to converge faster. Negative novelty increases ontology distance. Positive authority increases accuracy when used with positive mastery.
Detailed information can be found in index.html or notebook.ipynb.