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2018 | OriginalPaper | Buchkapitel

NATYASASTRA: A Dramatic Game for the Self-Regulation of Social Exchange Processes in MAS

verfasst von : Renata Gomes Wotter, Nelson de Farias Traversi, Lucas Tubino Costa, Graçaliz Pereira Dimuro, Diana Francisca Adamatti

Erschienen in: Multi-Agent Based Simulation XVIII

Verlag: Springer International Publishing

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Abstract

This paper presents a dramatic game for the self-regulation of social exchange processes in multi-agent systems, called Natyasastra, based on the concepts of Drama Theory. The model has five phases of dramatic resolution, which involve feelings, emotions, trust and reputation. Agents with different social exchange strategies interact among each other in order to maximize their strategy-based fitness functions. The objective is to obtain a more natural model than the ones existing in the literature, which are based either on (partially observable) Markov decision processes or in game theory, so that it can be applied in real-world applications. We aim at promoting more balanced and fair multi-agent interactions, increasing the number of successful social exchanges and, thus, promoting the continuity of social exchanges. The simulations showed that there is an improvement of fitness along time, as result of the self-regulation of the interactions. The agents have evolved their social exchange strategies, and other strategies, different from the original ones, have emerged in the society, so contributing to this evolution. This game was implemented in NetLogo.

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Nächstes Kapitel A Variable Dimensional Fuzzy Logic-Based Reputation Model for MAS

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Natyasastra is a text on the theatre, written between 200 BC and 200 AC in India, by a prophet, Bharata, which manifests itself in sensitivities, reasons and feelings.

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Titel: NATYASASTRA: A Dramatic Game for the Self-Regulation of Social Exchange Processes in MAS
verfasst von: Renata Gomes Wotter
Nelson de Farias Traversi
Lucas Tubino Costa
Graçaliz Pereira Dimuro
Diana Francisca Adamatti
Verlag: Springer International Publishing
Buch: Multi-Agent Based Simulation XVIII
Print ISBN: 978-3-319-91586-9

Electronic ISBN: 978-3-319-91587-6

Copyright-Jahr: 2018
DOI: https://doi.org/10.1007/978-3-319-91587-6_1

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