Towards Goal-aware Collaboration in Artistic Agent Societies

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Sammanfattning

We study the effects of goal-awareness in artistic agent societies creating evolutionary art.
Particularly,
we examine how goal-awareness may be utilized in modeling agent's peers when
the aesthetic goals of the agent and its peers are subject to change. The agents
use the learned peer models to choose their collaboration partners, and may alter
their own aesthetic goal for the duration of the collaboration in order to enhance
the potential of the collaboration outcomes.
In addition, we demonstrate how goal-awareness can be used to guide the aesthetic goal change.
The empirical evaluation indicates that
agents which can adapt to their collaboration partners are more likely to reach
favorable collaboration outcomes, even when their partners perceive fundamentally
different properties from the artifacts.
Originalspråkengelska
Titel på gästpublikationProceedings of the Ninth International Conference on Computational Creativity : ICCC 2018, Salamanca, 25-29 June
RedaktörerFrançois Pachet, Anna Jordanous, Carlos León
Antal sidor8
UtgivningsortSalamanca, Spain
FörlagAssociation for Computational Creativity (ACC)
Utgivningsdatum29 jun 2018
Sidor136-143
ISBN (elektroniskt)978-989-54160-0-4
StatusPublicerad - 29 jun 2018
MoE-publikationstypA4 Artikel i en konferenspublikation
EvenemangInternational Conference on Computational Creativity - Coimbra, Portugal
Varaktighet: 7 sep 202011 sep 2020
Konferensnummer: 11
http://computationalcreativity.net/iccc20/

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