Towards Efficient Context-Sensitive Deliberation
2022 (engelsk)Inngår i: Advances in Social Simulation: Proceedings of the 16th Social Simulation Conference, 20–24 September 2021 / [ed] Marcin Czupryna; Bogumił Kamiński, Springer Science+Business Media B.V., 2022, s. 409-421Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]
We propose a context-sensitive deliberation framework where the decision context does not deliver an action straight away, but where rather the decision context and agent characteristics influence the type of deliberation and type of information evaluated which will affect the final decision. The framework is based on the Contextual Action Framework for Computational Agents (CAFCA). Our framework also tailors the deliberation type used to the decision context the agent finds itself in, starting from the least cognitive taxing deliberation types unless the context requires more complex deliberation types. As a proof-of-concept the paper shows how context and information relevance can be used to conceptually expand the deliberation system of an agent.
sted, utgiver, år, opplag, sider
Springer Science+Business Media B.V., 2022. s. 409-421
Serie
Springer Proceedings in Complexity, ISSN 2213-8684, E-ISSN 2213-8692
Emneord [en]
CAFCA, Context, Deliberation method selection, Dynamic deliberation
HSV kategori
Identifikatorer
URN: urn:nbn:se:umu:diva-194460DOI: 10.1007/978-3-030-92843-8_31ISI: 000843782600031Scopus ID: 2-s2.0-85128747154ISBN: 9783030928421 (tryckt)OAI: oai:DiVA.org:umu-194460DiVA, id: diva2:1657304
Konferanse
16th Social Simulation Conference, SSC 2021, Kraków, 20-24 September, 2021.
2022-05-102022-05-102023-09-05bibliografisk kontrollert