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20210927-DOTG: Knowledge is transmitted between agents and across generations with different parent Selection methods

Name: 20210927-DOTG: Knowledge is transmitted between agents and across generations with different parent Selection methods
Creator: Bourahla, Yasser
Keywords: Cultural Evolution, Multi-agent Simulation

Research datakeyboard_double_arrow_right Dataset 27 Sep 2021 English Publisher:Zenodo

Authors: Bourahla, Yasser;

doi: 10.5281/zenodo.5929552 , 10.5281/zenodo.5929553

20210927-DOTG: Knowledge is transmitted between agents and across generations with different parent Selection methods

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Abstract

This archive contains the results of a multi-agent simulation experiment [1] carried out with Lazy lavender [2] environment.Experiment Label: 20210927-DOTGExperiment design: Knowledge is transmitted between agents and across generations with different parent Selection methodsExperiment setting: Agents start with random ontologies which are used to interact with the environment and other agents; agents adapt their knowledge to interaction failures (intra-generation knowledge transmission); agents provide training samples to their children to learn ontologies (inter-generation knowledge transmission)Hypotheses: Intra-generation transmission can compensate to the absence of parent selectionDetailed information can be found in index.html or notebook.ipynb.[1] https://sake.re/20210927-DOTG[2] https://gitlab.inria.fr/moex/lazylav/

Keywords

Cultural Evolution, Multi-agent Simulation

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