Projekteja vuodessa
Abstrakti
This paper considers novelty-seeking multi-agent systems as a step towards
more efficient generation of creative artifacts.
We describe a simple multi-agent architecture where agents have limited resources and exercise self-criticism, veto power and voting to collectively regulate which artifacts are selected to the domain
i.e., the cultural storage of the system.
To overcome their individual resource limitations,
agents have a limited access to the artifacts already in the domain
which they can use to guide their search for novel artifacts.
Creating geometric images called spirographs as a case study,
we show that novelty-seeking multi-agent systems
can be more productive in generating novel artifacts than
a single-agent or monolithic system.
In particular, veto power is in our case an effective
collaborative decision-making strategy for enhancing novelty of domain artifacts, and self-criticism of agents
can significantly reduce the collaborative effort in decision making.
more efficient generation of creative artifacts.
We describe a simple multi-agent architecture where agents have limited resources and exercise self-criticism, veto power and voting to collectively regulate which artifacts are selected to the domain
i.e., the cultural storage of the system.
To overcome their individual resource limitations,
agents have a limited access to the artifacts already in the domain
which they can use to guide their search for novel artifacts.
Creating geometric images called spirographs as a case study,
we show that novelty-seeking multi-agent systems
can be more productive in generating novel artifacts than
a single-agent or monolithic system.
In particular, veto power is in our case an effective
collaborative decision-making strategy for enhancing novelty of domain artifacts, and self-criticism of agents
can significantly reduce the collaborative effort in decision making.
| Julkaisun otsikon käännös | Uutuutta etsivät moniagenttijärjestelmät |
|---|---|
| Alkuperäiskieli | englanti |
| Otsikko | Proceedings of The Seventh International Conference on Computational Creativity |
| Toimittajat | François Pachet, Amilcar Cardoso, Vincent Corruble, Fiammetta Ghedini |
| Sivumäärä | 8 |
| Julkaisupaikka | Paris, France |
| Kustantaja | Sony CSL |
| Julkaisupäivä | 30 kesäk. 2016 |
| Sivut | 1-8 |
| ISBN (painettu) | 978-274-669-155-1 |
| Tila | Julkaistu - 30 kesäk. 2016 |
| OKM-julkaisutyyppi | A4 Artikkeli konferenssijulkaisuussa |
| Tapahtuma | International Conference on Computational Creativity - Paris, Ranska Kesto: 27 kesäk. 2016 → 1 heinäk. 2016 Konferenssinumero: 7 (ICCC 2016) |
Tieteenalat
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Projektit
- 1 Päättynyt
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Laskennallinen kielellinen luovuus (CLiC)
Toivonen, H. T. (Projektinjohtaja), Ilomäki, L. (Osallistuja), Lakkala, M. (Osallistuja), Kantosalo, A. (Osallistuja), Alm, O. M. (Osallistuja), Toivanen, J. (Osallistuja), Gross, O. (Osallistuja) & Alnajjar, K. (Osallistuja)
01/09/2014 → 31/08/2018
Projekti: Tutkimusprojekti