Design of social agents

Roman Gorbunov; Emilia Barakova; Matthias Rauterberg

doi:10.1007/978-3-642-21344-1_21

Design of social agents

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

Samenvatting

Social behavior, as compared to the egoistic and rational behavior, is known to be more beneficial to groups of subjects and even to individual members of a group. For this reason, social norms naturally emerge as a product of evolution in human and animal populations. The benefit of the social behavior makes it also an interesting subject in the field of artificial agents. Social interactions implemented in computer agents can improve their personal and group performance. In this study we formulate design principles of social agents and use them to create social computer agents. To construct social agents we take two approaches. First, we construct social computer agents based on our understanding of social norms. Second, we use an evolutionary approach to create social agents. The social agents are shown to outperform agents that do not utilize social behavior.

Originele taal-2	Engels
Titel	Foundations on natural and artificial computation : 4th international work-conference on the interplay between natural and artificial computation, IWINAC 2011, La Palma, Canary Islands, Spain, May 30 - June 3, 2011. proceedings
Redacteuren	Jose Manuel Ferrandez, F. Javier Toledo, Jose Ramon Alvarez Sanchez, Felix de la Paz
Plaats van productie	Heidelberg
Uitgeverij	Springer
Pagina's	192-201
Aantal pagina's	10
Volume	1
ISBN van geprinte versie	9783642213434
DOI's	https://doi.org/10.1007/978-3-642-21344-1_21
Status	Gepubliceerd - 2011
Evenement	4th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2011 - La Palma, Canary Islands, Spanje Duur: 30 mei 2011 → 3 jun. 2011

Publicatie series

Naam	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	6686 LNCS
ISSN van geprinte versie	0302-9743
ISSN van elektronische versie	1611-3349

Congres

Congres	4th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2011
Land/Regio	Spanje
Stad	La Palma, Canary Islands
Periode	30/05/11 → 3/06/11

Bibliografische nota

Publisher Copyright:
© Springer-Verlag Berlin Heidelberg 2011.

Financiering

The research reported in this paper is supported by NWO User Support Program Space Research. The project number is ALW-GO-MG/07-13.

Toegang tot document

10.1007/978-3-642-21344-1_21

Andere bestanden en links

Link naar publicatie in Scopus

Citeer dit

Gorbunov, R., Barakova, E., & Rauterberg, M. (2011). Design of social agents. In J. M. Ferrandez, F. J. Toledo, J. R. Alvarez Sanchez, & F. de la Paz (editors), Foundations on natural and artificial computation : 4th international work-conference on the interplay between natural and artificial computation, IWINAC 2011, La Palma, Canary Islands, Spain, May 30 - June 3, 2011. proceedings (Vol. 1, blz. 192-201). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6686 LNCS). Springer. https://doi.org/10.1007/978-3-642-21344-1_21

Gorbunov, Roman ; Barakova, Emilia ; Rauterberg, Matthias. / Design of social agents. Foundations on natural and artificial computation : 4th international work-conference on the interplay between natural and artificial computation, IWINAC 2011, La Palma, Canary Islands, Spain, May 30 - June 3, 2011. proceedings. redacteur / Jose Manuel Ferrandez ; F. Javier Toledo ; Jose Ramon Alvarez Sanchez ; Felix de la Paz. Vol. 1 Heidelberg : Springer, 2011. blz. 192-201 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "Social behavior, as compared to the egoistic and rational behavior, is known to be more beneficial to groups of subjects and even to individual members of a group. For this reason, social norms naturally emerge as a product of evolution in human and animal populations. The benefit of the social behavior makes it also an interesting subject in the field of artificial agents. Social interactions implemented in computer agents can improve their personal and group performance. In this study we formulate design principles of social agents and use them to create social computer agents. To construct social agents we take two approaches. First, we construct social computer agents based on our understanding of social norms. Second, we use an evolutionary approach to create social agents. The social agents are shown to outperform agents that do not utilize social behavior.",

author = "Roman Gorbunov and Emilia Barakova and Matthias Rauterberg",

note = "Funding Information: The research reported in this paper is supported by NWO User Support Program Space Research. The project number is ALW-GO-MG/07-13. Publisher Copyright: {\textcopyright} Springer-Verlag Berlin Heidelberg 2011.; 4th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2011 ; Conference date: 30-05-2011 Through 03-06-2011",

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Gorbunov, R, Barakova, E & Rauterberg, M 2011, Design of social agents. in JM Ferrandez, FJ Toledo, JR Alvarez Sanchez & F de la Paz (reds.), Foundations on natural and artificial computation : 4th international work-conference on the interplay between natural and artificial computation, IWINAC 2011, La Palma, Canary Islands, Spain, May 30 - June 3, 2011. proceedings. vol. 1, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 6686 LNCS, Springer, Heidelberg, blz. 192-201, 4th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2011, La Palma, Canary Islands, Spanje, 30/05/11. https://doi.org/10.1007/978-3-642-21344-1_21

Design of social agents. / Gorbunov, Roman; Barakova, Emilia ; Rauterberg, Matthias.
Foundations on natural and artificial computation : 4th international work-conference on the interplay between natural and artificial computation, IWINAC 2011, La Palma, Canary Islands, Spain, May 30 - June 3, 2011. proceedings. reds. / Jose Manuel Ferrandez; F. Javier Toledo; Jose Ramon Alvarez Sanchez; Felix de la Paz. Vol. 1 Heidelberg: Springer, 2011. blz. 192-201 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6686 LNCS).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

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T1 - Design of social agents

AU - Gorbunov, Roman

AU - Barakova, Emilia

AU - Rauterberg, Matthias

N1 - Funding Information: The research reported in this paper is supported by NWO User Support Program Space Research. The project number is ALW-GO-MG/07-13. Publisher Copyright: © Springer-Verlag Berlin Heidelberg 2011.

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AB - Social behavior, as compared to the egoistic and rational behavior, is known to be more beneficial to groups of subjects and even to individual members of a group. For this reason, social norms naturally emerge as a product of evolution in human and animal populations. The benefit of the social behavior makes it also an interesting subject in the field of artificial agents. Social interactions implemented in computer agents can improve their personal and group performance. In this study we formulate design principles of social agents and use them to create social computer agents. To construct social agents we take two approaches. First, we construct social computer agents based on our understanding of social norms. Second, we use an evolutionary approach to create social agents. The social agents are shown to outperform agents that do not utilize social behavior.

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Gorbunov R, Barakova E , Rauterberg M. Design of social agents. In Ferrandez JM, Toledo FJ, Alvarez Sanchez JR, de la Paz F, redacteurs, Foundations on natural and artificial computation : 4th international work-conference on the interplay between natural and artificial computation, IWINAC 2011, La Palma, Canary Islands, Spain, May 30 - June 3, 2011. proceedings. Vol. 1. Heidelberg: Springer. 2011. blz. 192-201. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-642-21344-1_21

Design of social agents

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Bibliografische nota

Financiering

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