Towards Goal-aware Collaboration in Artistic Agent Societies

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

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 - Salamanca, Spanien
Varaktighet: 25 jun 201829 jun 2018
Konferensnummer: 9
http://www.computationalcreativity.net/iccc2018/

Vetenskapsgrenar

  • 113 Data- och informationsvetenskap

Citera det här

Hantula, O., & Linkola, S. (2018). Towards Goal-aware Collaboration in Artistic Agent Societies. I F. Pachet, A. Jordanous, & C. León (Red.), Proceedings of the Ninth International Conference on Computational Creativity: ICCC 2018, Salamanca, 25-29 June (s. 136-143). Salamanca, Spain: Association for Computational Creativity (ACC).
Hantula, Otto ; Linkola, Simo. / Towards Goal-aware Collaboration in Artistic Agent Societies. Proceedings of the Ninth International Conference on Computational Creativity: ICCC 2018, Salamanca, 25-29 June. redaktör / François Pachet ; Anna Jordanous ; Carlos León. Salamanca, Spain : Association for Computational Creativity (ACC), 2018. s. 136-143
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title = "Towards Goal-aware Collaboration in Artistic Agent Societies",
abstract = "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 thatagents which can adapt to their collaboration partners are more likely to reachfavorable collaboration outcomes, even when their partners perceive fundamentallydifferent properties from the artifacts.",
keywords = "113 Computer and information sciences, Computational Creativity, multi-agent systems, goal-awareness, computational social creativity, Collaboration",
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Hantula, O & Linkola, S 2018, Towards Goal-aware Collaboration in Artistic Agent Societies. i F Pachet, A Jordanous & C León (red), Proceedings of the Ninth International Conference on Computational Creativity: ICCC 2018, Salamanca, 25-29 June. Association for Computational Creativity (ACC), Salamanca, Spain, s. 136-143, International Conference on Computational Creativity, Salamanca, Spanien, 25/06/2018.

Towards Goal-aware Collaboration in Artistic Agent Societies. / Hantula, Otto; Linkola, Simo.

Proceedings of the Ninth International Conference on Computational Creativity: ICCC 2018, Salamanca, 25-29 June. red. / François Pachet; Anna Jordanous; Carlos León. Salamanca, Spain : Association for Computational Creativity (ACC), 2018. s. 136-143.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

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N2 - 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 thatagents which can adapt to their collaboration partners are more likely to reachfavorable collaboration outcomes, even when their partners perceive fundamentallydifferent properties from the artifacts.

AB - 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 thatagents which can adapt to their collaboration partners are more likely to reachfavorable collaboration outcomes, even when their partners perceive fundamentallydifferent properties from the artifacts.

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Hantula O, Linkola S. Towards Goal-aware Collaboration in Artistic Agent Societies. I Pachet F, Jordanous A, León C, redaktörer, Proceedings of the Ninth International Conference on Computational Creativity: ICCC 2018, Salamanca, 25-29 June. Salamanca, Spain: Association for Computational Creativity (ACC). 2018. s. 136-143