umu.sePublikasjoner
Endre søk
RefereraExporteraLink to record
Permanent link

Direct link
Referera
Referensformat
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Annet format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annet språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf
Towards empathic autonomous agents
Umeå universitet, Teknisk-naturvetenskapliga fakulteten, Institutionen för datavetenskap. (User Interaction and Knowledge Modelling (UIKM))ORCID-id: 0000-0002-6458-2252
Umeå universitet, Teknisk-naturvetenskapliga fakulteten, Institutionen för datavetenskap. (User Interaction and Knowledge Modelling (UIKM))ORCID-id: 0000-0003-4072-8795
Umeå universitet, Teknisk-naturvetenskapliga fakulteten, Institutionen för datavetenskap. (User Interaction and Knowledge Modelling (UIKM))ORCID-id: 0000-0002-8430-4241
2018 (engelsk)Inngår i: / [ed] Viviana Mascardi, Alessandro Ricci, Danny Weyns, 2018Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

Identifying and resolving conflicts of interests is a key challenge when designing autonomous agents. For example, such conflicts often occur when complex information systems interact persuasively with humans and are in the future likely to arise in non-human agent-to-agent interaction. We work towards a theoretical framework for an empathic autonomous agent that proactively identifies potential conflicts of interests in interactions with other agents (and humans) byl earning their utility functions and comparing them with its own preferences using a system of shared values to find a solution all agents consider acceptable.To provide a high-level overview of our work, we propose a reasoning-loop architecture to address the problem in focus. To realize specific components of the architecture, we suggest applying existing concepts in argumentation and utility theory. Reinforcement learning methods can be used by the agent to learn from and interact with its environment.

sted, utgiver, år, opplag, sider
2018.
Emneord [en]
Multi-agent systems, Utility theory, Conflicts of interests
HSV kategori
Identifikatorer
URN: urn:nbn:se:umu:diva-151240OAI: oai:DiVA.org:umu-151240DiVA, id: diva2:1243129
Konferanse
6th International Workshop on Engineering Multi-Agent Systems (EMAS 2018), Stockholm, Sweden, 14–15 July, 2018
Tilgjengelig fra: 2018-08-30 Laget: 2018-08-30 Sist oppdatert: 2018-08-30bibliografisk kontrollert

Open Access i DiVA

fulltext(455 kB)49 nedlastinger
Filinformasjon
Fil FULLTEXT01.pdfFilstørrelse 455 kBChecksum SHA-512
bad632d4ed922481bfbb6f54ed5666342029feb1aea22a6426925732c6d84ebd71247c6aaad3da430fe2b5d48234b247e120c6a34ede1517704e1e92d73386c7
Type fulltextMimetype application/pdf

Andre lenker

URL

Personposter BETA

Kampik, TimotheusNieves, Juan CarlosLindgren, Helena

Søk i DiVA

Av forfatter/redaktør
Kampik, TimotheusNieves, Juan CarlosLindgren, Helena
Av organisasjonen

Søk utenfor DiVA

GoogleGoogle Scholar
Totalt: 49 nedlastinger
Antall nedlastinger er summen av alle nedlastinger av alle fulltekster. Det kan for eksempel være tidligere versjoner som er ikke lenger tilgjengelige

urn-nbn

Altmetric

urn-nbn
Totalt: 392 treff
RefereraExporteraLink to record
Permanent link

Direct link
Referera
Referensformat
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Annet format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annet språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf