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Empathic Agents: A Hybrid Normative/Consequentialistic Approach
Umeå universitet, Teknisk-naturvetenskapliga fakulteten, Institutionen för datavetenskap.ORCID-id: 0000-0002-6458-2252
2019 (Engelska)Ingår i: AAMAS 2019, ASSOC COMPUTING MACHINERY , 2019, s. 2423-2425Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

Complex information systems operate with increasing degrees of autonomy. Consequently, such systems should not only optimize for simple metrics (like clicks and views) that reflect the system provider's preferences but also consider norms or rules, as well as the preferences of other agents that are affected by the systems' actions. As a means to achieve such behavior, we propose the design and development of empathic agents that use a mixed rule/utility-based approach when deciding on how to act, considering both their own and others' utility functions. The agents make use of formal argumentation to reach an agreement on how to act in case of inconsistent beliefs. A promising domain for applying our empathic agents is recommender systems.

Ort, förlag, år, upplaga, sidor
ASSOC COMPUTING MACHINERY , 2019. s. 2423-2425
Nyckelord [en]
VELOPMENTInternational Workshop on Context for Software Development, MAY 19-19, 2015, orence, ITALY, P1 ack E., 2011, The 10th International Conference on Autonomous Agents and Multiagent Systems - lume 3, Taipei, Taiwan, AAMAS '11, Richland, SC, P905 nch-Capon TJM, 2003, JOURNAL OF LOGIC AND COMPUTATION, V13, P429 rlos Nieves Juan, 2011, FUNDAMENTA INFORMATICAE, V113, P41 mpik Timotheus, 2019, EMAS 2018: Engineering Multi-Agent Systems, mpik Timotheus, 2018, CEUR-WS20th International Trust Workshop (co-located with AAMAS/ IJCAI/
Nationell ämneskategori
Datorsystem
Identifikatorer
URN: urn:nbn:se:umu:diva-162355ISI: 000474345000427OAI: oai:DiVA.org:umu-162355DiVA, id: diva2:1349867
Konferens
Autonomous Agents and Multiagent Systems (AAMAS 2019), Montreal, Canada, May 13–17, 2019
Tillgänglig från: 2019-09-10 Skapad: 2019-09-10 Senast uppdaterad: 2019-09-10Bibliografiskt granskad

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http://www.ifaamas.org/Proceedings/aamas2019/pdfs/p2423.pdf

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Totalt: 23 träffar
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