Towards Goal-aware Collaboration in Artistic Agent Societies

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussaKonferenssiartikkeliTieteellinenvertaisarvioitu

Abstrakti

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.
Alkuperäiskielienglanti
OtsikkoProceedings of the Ninth International Conference on Computational Creativity : ICCC 2018, Salamanca, 25-29 June
ToimittajatFrançois Pachet, Anna Jordanous, Carlos León
Sivumäärä8
JulkaisupaikkaSalamanca, Spain
KustantajaAssociation for Computational Creativity (ACC)
Julkaisupäivä29 kesäk. 2018
Sivut136-143
ISBN (elektroninen)978-989-54160-0-4
TilaJulkaistu - 29 kesäk. 2018
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaInternational Conference on Computational Creativity - Coimbra, Portugali
Kesto: 7 syysk. 202011 syysk. 2020
Konferenssinumero: 11
http://computationalcreativity.net/iccc20/

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